From 925bcbb275bc373de2941056eb5d35565198702b Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Thu, 18 Dec 2025 16:07:42 +0100 Subject: [PATCH 01/28] [ci] add first verison loudness measurement job --- .gitlab-ci.yml | 2 +- scripts/config/ci_loudness_linux.json | 43 + scripts/get_loudness_data.py | 214 +++++ scripts/testv/pinknoise/5_1.wav | 3 + scripts/testv/pinknoise/5_1_2.wav | 3 + scripts/testv/pinknoise/5_1_4.wav | 3 + scripts/testv/pinknoise/7_1.wav | 3 + scripts/testv/pinknoise/7_1_4.wav | 3 + scripts/testv/pinknoise/FOA.wav | 3 + scripts/testv/pinknoise/HOA2.wav | 3 + scripts/testv/pinknoise/HOA3.wav | 3 + scripts/testv/pinknoise/ISM1.wav | 3 + scripts/testv/pinknoise/ISM1.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM1MASA1DIR1.met | 3 + scripts/testv/pinknoise/ISM1MASA1DIR1.wav | 3 + .../testv/pinknoise/ISM1MASA1DIR1.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM1MASA1DIR2.met | 3 + scripts/testv/pinknoise/ISM1MASA1DIR2.wav | 3 + .../testv/pinknoise/ISM1MASA1DIR2.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM1MASA2DIR1.met | 3 + scripts/testv/pinknoise/ISM1MASA2DIR1.wav | 3 + .../testv/pinknoise/ISM1MASA2DIR1.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM1MASA2DIR2.met | 3 + scripts/testv/pinknoise/ISM1MASA2DIR2.wav | 3 + .../testv/pinknoise/ISM1MASA2DIR2.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM1SBA1.wav | 3 + scripts/testv/pinknoise/ISM1SBA1.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM1SBA2.wav | 3 + scripts/testv/pinknoise/ISM1SBA2.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM1SBA3.wav | 3 + scripts/testv/pinknoise/ISM1SBA3.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM2.wav | 3 + scripts/testv/pinknoise/ISM2.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM2.wav.1.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM2MASA1DIR1.met | 3 + scripts/testv/pinknoise/ISM2MASA1DIR1.wav | 3 + .../testv/pinknoise/ISM2MASA1DIR1.wav.0.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM2MASA1DIR1.wav.1.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM2MASA1DIR2.met | 3 + scripts/testv/pinknoise/ISM2MASA1DIR2.wav | 3 + .../testv/pinknoise/ISM2MASA1DIR2.wav.0.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM2MASA1DIR2.wav.1.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM2MASA2DIR1.met | 3 + scripts/testv/pinknoise/ISM2MASA2DIR1.wav | 3 + .../testv/pinknoise/ISM2MASA2DIR1.wav.0.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM2MASA2DIR1.wav.1.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM2MASA2DIR2.met | 3 + scripts/testv/pinknoise/ISM2MASA2DIR2.wav | 3 + .../testv/pinknoise/ISM2MASA2DIR2.wav.0.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM2MASA2DIR2.wav.1.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM2SBA1.wav | 3 + scripts/testv/pinknoise/ISM2SBA1.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM2SBA1.wav.1.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM2SBA2.wav | 3 + scripts/testv/pinknoise/ISM2SBA2.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM2SBA2.wav.1.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM2SBA3.wav | 3 + scripts/testv/pinknoise/ISM2SBA3.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM2SBA3.wav.1.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM3.wav | 3 + scripts/testv/pinknoise/ISM3.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM3.wav.1.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM3.wav.2.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM3MASA1DIR1.met | 3 + scripts/testv/pinknoise/ISM3MASA1DIR1.wav | 3 + .../testv/pinknoise/ISM3MASA1DIR1.wav.0.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM3MASA1DIR1.wav.1.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM3MASA1DIR1.wav.2.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM3MASA1DIR2.met | 3 + scripts/testv/pinknoise/ISM3MASA1DIR2.wav | 3 + .../testv/pinknoise/ISM3MASA1DIR2.wav.0.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM3MASA1DIR2.wav.1.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM3MASA1DIR2.wav.2.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM3MASA2DIR1.met | 3 + scripts/testv/pinknoise/ISM3MASA2DIR1.wav | 3 + .../testv/pinknoise/ISM3MASA2DIR1.wav.0.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM3MASA2DIR1.wav.1.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM3MASA2DIR1.wav.2.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM3MASA2DIR2.met | 3 + scripts/testv/pinknoise/ISM3MASA2DIR2.wav | 3 + .../testv/pinknoise/ISM3MASA2DIR2.wav.0.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM3MASA2DIR2.wav.1.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM3MASA2DIR2.wav.2.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM3SBA1.wav | 3 + scripts/testv/pinknoise/ISM3SBA1.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM3SBA1.wav.1.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM3SBA1.wav.2.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM3SBA2.wav | 3 + scripts/testv/pinknoise/ISM3SBA2.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM3SBA2.wav.1.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM3SBA2.wav.2.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM3SBA3.wav | 3 + scripts/testv/pinknoise/ISM3SBA3.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM3SBA3.wav.1.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM3SBA3.wav.2.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4.wav | 3 + scripts/testv/pinknoise/ISM4.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4.wav.1.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4.wav.2.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4.wav.3.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4MASA1DIR1.met | 3 + scripts/testv/pinknoise/ISM4MASA1DIR1.wav | 3 + .../testv/pinknoise/ISM4MASA1DIR1.wav.0.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM4MASA1DIR1.wav.1.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM4MASA1DIR1.wav.2.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM4MASA1DIR1.wav.3.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4MASA1DIR2.met | 3 + scripts/testv/pinknoise/ISM4MASA1DIR2.wav | 3 + .../testv/pinknoise/ISM4MASA1DIR2.wav.0.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM4MASA1DIR2.wav.1.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM4MASA1DIR2.wav.2.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM4MASA1DIR2.wav.3.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4MASA2DIR1.met | 3 + scripts/testv/pinknoise/ISM4MASA2DIR1.wav | 3 + .../testv/pinknoise/ISM4MASA2DIR1.wav.0.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM4MASA2DIR1.wav.1.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM4MASA2DIR1.wav.2.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM4MASA2DIR1.wav.3.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4MASA2DIR2.met | 3 + scripts/testv/pinknoise/ISM4MASA2DIR2.wav | 3 + .../testv/pinknoise/ISM4MASA2DIR2.wav.0.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM4MASA2DIR2.wav.1.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM4MASA2DIR2.wav.2.csv | 750 ++++++++++++++++++ .../testv/pinknoise/ISM4MASA2DIR2.wav.3.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4SBA1.wav | 3 + scripts/testv/pinknoise/ISM4SBA1.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4SBA1.wav.1.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4SBA1.wav.2.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4SBA1.wav.3.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4SBA2.wav | 3 + scripts/testv/pinknoise/ISM4SBA2.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4SBA2.wav.1.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4SBA2.wav.2.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4SBA2.wav.3.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4SBA3.wav | 3 + scripts/testv/pinknoise/ISM4SBA3.wav.0.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4SBA3.wav.1.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4SBA3.wav.2.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/ISM4SBA3.wav.3.csv | 750 ++++++++++++++++++ scripts/testv/pinknoise/MASA1DIR1.met | 3 + scripts/testv/pinknoise/MASA1DIR1.wav | 3 + scripts/testv/pinknoise/MASA1DIR2.met | 3 + scripts/testv/pinknoise/MASA1DIR2.wav | 3 + scripts/testv/pinknoise/MASA2DIR1.met | 3 + scripts/testv/pinknoise/MASA2DIR1.wav | 3 + scripts/testv/pinknoise/MASA2DIR2.met | 3 + scripts/testv/pinknoise/MASA2DIR2.wav | 3 + scripts/testv/pinknoise/MONO.wav | 3 + scripts/testv/pinknoise/STEREO.wav | 3 + 149 files changed, 60456 insertions(+), 1 deletion(-) create mode 100644 scripts/config/ci_loudness_linux.json create mode 100755 scripts/get_loudness_data.py create mode 100755 scripts/testv/pinknoise/5_1.wav create mode 100755 scripts/testv/pinknoise/5_1_2.wav create mode 100755 scripts/testv/pinknoise/5_1_4.wav create mode 100755 scripts/testv/pinknoise/7_1.wav create mode 100755 scripts/testv/pinknoise/7_1_4.wav create mode 100755 scripts/testv/pinknoise/FOA.wav create mode 100755 scripts/testv/pinknoise/HOA2.wav create mode 100755 scripts/testv/pinknoise/HOA3.wav create mode 100644 scripts/testv/pinknoise/ISM1.wav create mode 100644 scripts/testv/pinknoise/ISM1.wav.0.csv create mode 100644 scripts/testv/pinknoise/ISM1MASA1DIR1.met create mode 100644 scripts/testv/pinknoise/ISM1MASA1DIR1.wav create mode 100644 scripts/testv/pinknoise/ISM1MASA1DIR1.wav.0.csv create mode 100644 scripts/testv/pinknoise/ISM1MASA1DIR2.met create mode 100644 scripts/testv/pinknoise/ISM1MASA1DIR2.wav create mode 100644 scripts/testv/pinknoise/ISM1MASA1DIR2.wav.0.csv create mode 100644 scripts/testv/pinknoise/ISM1MASA2DIR1.met create mode 100644 scripts/testv/pinknoise/ISM1MASA2DIR1.wav create mode 100644 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create mode 100644 scripts/testv/pinknoise/ISM2SBA2.wav create mode 100644 scripts/testv/pinknoise/ISM2SBA2.wav.0.csv create mode 100644 scripts/testv/pinknoise/ISM2SBA2.wav.1.csv create mode 100644 scripts/testv/pinknoise/ISM2SBA3.wav create mode 100644 scripts/testv/pinknoise/ISM2SBA3.wav.0.csv create mode 100644 scripts/testv/pinknoise/ISM2SBA3.wav.1.csv create mode 100644 scripts/testv/pinknoise/ISM3.wav create mode 100644 scripts/testv/pinknoise/ISM3.wav.0.csv create mode 100644 scripts/testv/pinknoise/ISM3.wav.1.csv create mode 100644 scripts/testv/pinknoise/ISM3.wav.2.csv create mode 100644 scripts/testv/pinknoise/ISM3MASA1DIR1.met create mode 100644 scripts/testv/pinknoise/ISM3MASA1DIR1.wav create mode 100644 scripts/testv/pinknoise/ISM3MASA1DIR1.wav.0.csv create mode 100644 scripts/testv/pinknoise/ISM3MASA1DIR1.wav.1.csv create mode 100644 scripts/testv/pinknoise/ISM3MASA1DIR1.wav.2.csv create mode 100644 scripts/testv/pinknoise/ISM3MASA1DIR2.met create mode 100644 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create mode 100644 scripts/testv/pinknoise/ISM4MASA1DIR1.wav create mode 100644 scripts/testv/pinknoise/ISM4MASA1DIR1.wav.0.csv create mode 100644 scripts/testv/pinknoise/ISM4MASA1DIR1.wav.1.csv create mode 100644 scripts/testv/pinknoise/ISM4MASA1DIR1.wav.2.csv create mode 100644 scripts/testv/pinknoise/ISM4MASA1DIR1.wav.3.csv create mode 100644 scripts/testv/pinknoise/ISM4MASA1DIR2.met create mode 100644 scripts/testv/pinknoise/ISM4MASA1DIR2.wav create mode 100644 scripts/testv/pinknoise/ISM4MASA1DIR2.wav.0.csv create mode 100644 scripts/testv/pinknoise/ISM4MASA1DIR2.wav.1.csv create mode 100644 scripts/testv/pinknoise/ISM4MASA1DIR2.wav.2.csv create mode 100644 scripts/testv/pinknoise/ISM4MASA1DIR2.wav.3.csv create mode 100644 scripts/testv/pinknoise/ISM4MASA2DIR1.met create mode 100644 scripts/testv/pinknoise/ISM4MASA2DIR1.wav create mode 100644 scripts/testv/pinknoise/ISM4MASA2DIR1.wav.0.csv create mode 100644 scripts/testv/pinknoise/ISM4MASA2DIR1.wav.1.csv create mode 100644 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a/.gitlab-ci.yml b/.gitlab-ci.yml index 81e3d0a3d6..4e6e41f207 100644 --- a/.gitlab-ci.yml +++ b/.gitlab-ci.yml @@ -1,7 +1,7 @@ variables: # note: GitLab cannot reference variables defined by users in the include ref:, we need to use a YAML anchor for this # see https://docs.gitlab.com/ci/yaml/includes/#use-variables-with-include for more information - IVAS_CODEC_CI_REF: &IVAS_CODEC_CI_REF main + IVAS_CODEC_CI_REF: &IVAS_CODEC_CI_REF tmu/loudness-measurement # If you need to set some config variable only in a local branch, then add an overwrite here # One example is DISABLE_HRTF - this will be set on a branch which is about to be merged and will be removed in a subsequent second MR # this is more easily done directly here in the child repo diff --git a/scripts/config/ci_loudness_linux.json b/scripts/config/ci_loudness_linux.json new file mode 100644 index 0000000000..8fa0b9ea43 --- /dev/null +++ b/scripts/config/ci_loudness_linux.json @@ -0,0 +1,43 @@ +{ + "afspPath": "not_needed", + "utilPath": "/tools", + "inpaths": { + "MONO": "/usr/local/testv/pinknoise/MONO.wav", + "STEREO": "/usr/local/testv/pinknoise/STEREO.wav", + "FOA": "/usr/local/testv/pinknoise/FOA.wav", + "HOA2": "/usr/local/testv/pinknoise/HOA2.wav", + "HOA3": "/usr/local/testv/pinknoise/HOA3.wav", + "SBA": "/usr/local/testv/pinknoise/HOA3.wav", + "MASA1TC": "/usr/local/testv/pinknoise/MASA1DIR1.wav", + "MASA2TC": "/usr/local/testv/pinknoise/MASA2DIR2.wav", + "5_1": "/usr/local/testv/pinknoise/5_1.wav", + "5_1_2": "/usr/local/testv/pinknoise/5_1_2.wav", + "5_1_4": "/usr/local/testv/pinknoise/5_1_4.wav", + "7_1": "/usr/local/testv/pinknoise/7_1.wav", + "7_1_4": "/usr/local/testv/pinknoise/7_1_4.wav", + "ISM1": "/usr/local/testv/pinknoise/ISM1.wav", + "ISM2": "/usr/local/testv/pinknoise/ISM2.wav", + "ISM3": "/usr/local/testv/pinknoise/ISM3.wav", + "ISM4": "/usr/local/testv/pinknoise/ISM4.wav", + "OMASA_ISM1_1TC": "/usr/local/testv/pinknoise/ISM1MASA1DIR1.wav", + "OMASA_ISM1_2TC": "/usr/local/testv/pinknoise/ISM1MASA2DIR2.wav", + "OMASA_ISM2_1TC": "/usr/local/testv/pinknoise/ISM2MASA1DIR1.wav", + "OMASA_ISM2_2TC": "/usr/local/testv/pinknoise/ISM2MASA2DIR2.wav", + "OMASA_ISM3_1TC": "/usr/local/testv/pinknoise/ISM3MASA1DIR1.wav", + "OMASA_ISM3_2TC": "/usr/local/testv/pinknoise/ISM3MASA2DIR2.wav", + "OMASA_ISM4_1TC": "/usr/local/testv/pinknoise/ISM4MASA1DIR1.wav", + "OMASA_ISM4_2TC": "/usr/local/testv/pinknoise/ISM4MASA2DIR2.wav", + "OSBA_ISM1_FOA": "/usr/local/testv/pinknoise/ISM1SBA1.wav", + "OSBA_ISM1_HOA2": "/usr/local/testv/pinknoise/ISM1SBA2.wav", + "OSBA_ISM1_HOA3": "/usr/local/testv/pinknoise/ISM1SBA3.wav", + "OSBA_ISM2_FOA": "/usr/local/testv/pinknoise/ISM2SBA1.wav", + "OSBA_ISM2_HOA2": "/usr/local/testv/pinknoise/ISM2SBA2.wav", + "OSBA_ISM2_HOA3": "/usr/local/testv/pinknoise/ISM2SBA3.wav", + "OSBA_ISM3_FOA": "/usr/local/testv/pinknoise/ISM3SBA1.wav", + "OSBA_ISM3_HOA2": "/usr/local/testv/pinknoise/ISM3SBA2.wav", + "OSBA_ISM3_HOA3": "/usr/local/testv/pinknoise/ISM3SBA3.wav", + "OSBA_ISM4_FOA": "/usr/local/testv/pinknoise/ISM4SBA1.wav", + "OSBA_ISM4_HOA2": "/usr/local/testv/pinknoise/ISM4SBA2.wav", + "OSBA_ISM4_HOA3": "/usr/local/testv/pinknoise/ISM4SBA3.wav" + } +} diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py new file mode 100755 index 0000000000..54592175a4 --- /dev/null +++ b/scripts/get_loudness_data.py @@ -0,0 +1,214 @@ +#!/usr/bin/env python3 +import pandas as pd +import logging +import re +import sys +import time +from pathlib import Path +from concurrent.futures import ThreadPoolExecutor, as_completed + +sys.path.append("./ivas-processing-scripts") +from ivas_processing_scripts.audiotools.wrappers.bs1770 import get_loudness +from ivas_processing_scripts.audiotools.audio import fromfile +from ivas_processing_scripts.utils import progressbar_update, spinner + +logging.basicConfig(level=logging.WARNING) + +INPUT_FOLDER_BASE = Path(__file__).parent.joinpath("testv", "pinknoise") +OUTPUT_FOLDER = Path(__file__).parent.parent.joinpath("out/dec") +FORMATS = [ + "MONO", + "STEREO", + "5_1", + "5_1_2", + "5_1_4", + "7_1", + "7_1_4", + "ISM1", + "ISM2", + "ISM3", + "ISM4", + "MASA1DIR1", + "MASA1DIR2", + "MASA2DIR1", + "MASA2DIR2", + "FOA", + "HOA2", + "HOA3", + "ISM1SBA1", + "ISM2SBA1", + "ISM3SBA1", + "ISM4SBA1", + "ISM1SBA2", + "ISM2SBA2", + "ISM3SBA2", + "ISM4SBA2", + "ISM1SBA3", + "ISM2SBA3", + "ISM3SBA3", + "ISM4SBA3", + "ISM1MASA1DIR1", + "ISM2MASA1DIR1", + "ISM3MASA1DIR1", + "ISM4MASA1DIR1", + "ISM1MASA1DIR2", + "ISM2MASA1DIR2", + "ISM3MASA1DIR2", + "ISM4MASA1DIR2", + "ISM1MASA2DIR1", + "ISM2MASA2DIR1", + "ISM3MASA2DIR1", + "ISM4MASA2DIR1", + "ISM1MASA2DIR2", + "ISM2MASA2DIR2", + "ISM3MASA2DIR2", + "ISM4MASA2DIR2", +] + +FORMAT_2_FILE = { + fmt: path + for fmt, path in zip( + FORMATS, [INPUT_FOLDER_BASE.joinpath(f"{f}.wav") for f in FORMATS] + ) +} +PATTERN_BITRATE = re.compile(r"b([\d_]*|all)(_dtx)?_(swb|wb|fb)") +RESULT_OUTPUT_FILE = Path(__file__).parent.parent.joinpath("loudness.csv") + + +def get_metadata_from_outfile_name(outfile, infile_stem): + outfile_tail = outfile.name.replace(f"{infile_stem}_", "", 1) + mode_string, dec, outformat, suffix = outfile_tail.split(".") + assert dec == "dec" + assert suffix == "wav" + + match = re.search(PATTERN_BITRATE, mode_string) + assert match is not None + bitrate_str, dtx, bandwidth = match.groups() + bitrate = float(bitrate_str.replace("_", ".")) + + return outformat, bitrate, dtx is not None, bandwidth + + +def process_output_file(outfile, infile, format, input_loudness, input_loudness_format): + """Process a single output file""" + try: + outformat, bitrate, dtx, bandwidth = get_metadata_from_outfile_name( + outfile, infile.stem + ) + + if outformat == "EXT": + return None + + output_audio = fromfile(outformat.upper(), outfile) + output_loudness, _, output_loudness_format = get_loudness(output_audio) + + return { + "infile": infile.name, + "format": format, + "input_loudness": input_loudness, + "input_loudness_format": input_loudness_format, + "outformat": outformat, + "bitrate": bitrate, + "bandwidth": bandwidth, + "dtx": dtx, + "output_loudness": output_loudness, + "output_loudness_format": output_loudness_format, + } + except (AssertionError, ValueError) as e: + print(f"\n⚠️ Skipping {outfile.stem}: {e}", file=sys.stderr) + return None + + +def main(): + formats = FORMAT_2_FILE.keys() + results = [] + + input_audio_cache = {} + tasks = [] + + for format in formats: + infile = FORMAT_2_FILE[format] + output_folder = OUTPUT_FOLDER + + # Load and cache input audio once per format + if format not in input_audio_cache: + input_audio = fromfile(format, infile) + input_loudness, _, input_loudness_format = get_loudness(input_audio) + input_audio_cache[format] = (input_loudness, input_loudness_format) + + input_loudness, input_loudness_format = input_audio_cache[format] + + # Find all output files for this format + output_files = [ + f + for f in output_folder.glob("*.dec.*.wav") + if f.stem.startswith(infile.stem) + ] + + for outfile in output_files: + tasks.append( + (outfile, infile, format, input_loudness, input_loudness_format) + ) + + print(f"Found {len(tasks)} files to process across {len(formats)} format(s)\n") + if not len(tasks): + print("Nothing to do, exiting...") + exit(-1) + + # Process in parallel with progress bar + print(f"⏳ Processing {len(tasks)} audio files:") + start_time = time.time() + completed = 0 + total = len(tasks) + + progressbar_update(0, total, width=50) + + with ThreadPoolExecutor(max_workers=8) as executor: + # Submit all tasks + futures = { + executor.submit(process_output_file, *task): task[0] for task in tasks + } + + # Process with animated spinner and progress bar + while futures: + done = set() + for future in as_completed(futures, timeout=0.1): + done.add(future) + outfile = futures[future] + + try: + result = future.result() + if result is not None: + results.append(result) + except Exception as e: + print(f"\n❌ Error processing {outfile.name}: {e}", file=sys.stderr) + # Reprint progress bar after error + progressbar_update(completed, total, width=50) + + completed += 1 + progressbar_update(completed, total, width=50) + + # Remove completed futures + for future in done: + del futures[future] + + # Animate spinner even when waiting + if futures: + spinner() + + print() # New line after progress bar + + # Save results + elapsed = time.time() - start_time + print(f"💾 Saving {len(results)} results to {RESULT_OUTPUT_FILE}") + df = pd.DataFrame(results) + df.to_csv(RESULT_OUTPUT_FILE, index=False) + + print( + f"✅ Processed {len(results)}/{len(tasks)} files successfully in {elapsed:.1f}s" + ) + print(f" Average: {len(results)/elapsed:.1f} files/second") + + +if __name__ == "__main__": + main() diff --git a/scripts/testv/pinknoise/5_1.wav b/scripts/testv/pinknoise/5_1.wav new file mode 100755 index 0000000000..76f3bfb46d --- /dev/null +++ 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sha256:05d3bce374faec9aa26906b101d40077c7d8656f0454d5b23a24093e7267e2b1 +size 511500 diff --git a/scripts/testv/pinknoise/MASA2DIR1.wav b/scripts/testv/pinknoise/MASA2DIR1.wav new file mode 100644 index 0000000000..990abcc4c0 --- /dev/null +++ b/scripts/testv/pinknoise/MASA2DIR1.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b5ed15d58928190244938286d0d706d1a41f9b774d1bb6022b45c12d53897e3 +size 2880044 diff --git a/scripts/testv/pinknoise/MASA2DIR2.met b/scripts/testv/pinknoise/MASA2DIR2.met new file mode 100644 index 0000000000..7be155cb92 --- /dev/null +++ b/scripts/testv/pinknoise/MASA2DIR2.met @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6e4540b017a71e6abc4eb0e898536ae8d13a967024e3196d40125c96a6d6d60f +size 799500 diff --git a/scripts/testv/pinknoise/MASA2DIR2.wav b/scripts/testv/pinknoise/MASA2DIR2.wav new file mode 100644 index 0000000000..990abcc4c0 --- /dev/null +++ b/scripts/testv/pinknoise/MASA2DIR2.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b5ed15d58928190244938286d0d706d1a41f9b774d1bb6022b45c12d53897e3 +size 2880044 diff --git a/scripts/testv/pinknoise/MONO.wav b/scripts/testv/pinknoise/MONO.wav new file mode 100644 index 0000000000..7f1aea9b85 --- /dev/null +++ b/scripts/testv/pinknoise/MONO.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:783be914f55f3995ae2610642223bc267739e9077aaf28ccece2d78f3e219856 +size 1440044 diff --git a/scripts/testv/pinknoise/STEREO.wav b/scripts/testv/pinknoise/STEREO.wav new file mode 100644 index 0000000000..54cf689b58 --- /dev/null +++ b/scripts/testv/pinknoise/STEREO.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75f8f17c7ec22f220f4058b38769347f1bc65b137a82e0f4701571dac4239529 +size 2880044 -- GitLab From 8e29b2b94f09dcd48b6fe2b9859fa4264b883ed1 Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Fri, 19 Dec 2025 11:42:30 +0100 Subject: [PATCH 02/28] [ci] add script to parse loudness measurement data --- scripts/parse_loudness_data.py | 105 +++++++++++++++++++++++++++++++++ 1 file changed, 105 insertions(+) create mode 100644 scripts/parse_loudness_data.py diff --git a/scripts/parse_loudness_data.py b/scripts/parse_loudness_data.py new file mode 100644 index 0000000000..c5535b0ab1 --- /dev/null +++ b/scripts/parse_loudness_data.py @@ -0,0 +1,105 @@ +#!/usr/bin/env python3 +import matplotlib.pyplot as plt +import pandas as pd +import numpy as np +from pathlib import Path + +LOUDNESS_DATA_FILENAME = "loudness.csv" + + +def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): + # set output file + out_file = out_dir.joinpath(f"{in_fmt}_to_{out_fmt}.png") + + # filter for the output format + filtered_df = df[df["outformat"] == out_fmt].copy() + + # filter by input format if specified + if in_fmt is not None: + filtered_df = filtered_df[filtered_df["format"] == in_fmt] + + # get input loudness + if not filtered_df.empty: + input_loudness = filtered_df["input_loudness"].iloc[0] + else: + input_loudness = None + + y_min, y_max = -36, -16 + y_ticks = np.arange(y_min, y_max + 0.5, 0.5) + + # get unique bitrates and sort them + bitrates = sorted(df["bitrate"].unique()) + bitrate_to_idx = {br: idx for idx, br in enumerate(bitrates)} + + # bandwidth values + bandwidths = df["bandwidth"].unique() + + # check for DTX + dtx_values = filtered_df["dtx"].unique() + show_legend = len(dtx_values) > 1 + + # create subplots + fig, axes = plt.subplots(1, 3, figsize=(18, 5)) + + for idx, bw in enumerate(bandwidths): + ax = axes[idx] + bw_data = filtered_df[filtered_df["bandwidth"] == bw] + + # plot for each dtx value + for dtx_val in [True, False]: + subset = bw_data[bw_data["dtx"] == dtx_val] + + if not subset.empty: + # equal spacing for bitrates on x axis + x_positions = [bitrate_to_idx[br] for br in subset["bitrate"]] + y_values = subset["output_loudness"] + + marker = "o" if dtx_val else "s" + label = f"dtx={dtx_val}" if show_legend else None + ax.scatter( + x_positions, y_values, label=label, marker=marker, s=80, alpha=0.7 + ) + + # plot input loudness as horizontal reference line + if input_loudness is not None: + label_input = "Input Loudness" if show_legend else None + ax.axhline( + y=input_loudness, + color="red", + linestyle="--", + linewidth=2, + alpha=0.7, + label=label_input, + ) + + ax.set_xticks(range(len(bitrates))) + ax.set_xticklabels(bitrates, rotation=45, ha="right") + + ax.set_ylim(y_min, y_max) + ax.set_yticks(y_ticks) + + ax.set_xlabel("Bitrate (kbps)", fontsize=11) + ax.set_ylabel("Output Loudness (LKFS)", fontsize=11) + ax.set_title(f"{bw.upper()}", fontsize=12) + ax.grid(True, alpha=0.3) + + # only show legend if there are multiple DTX values + if show_legend: + ax.legend() + + title = f"Output Loudness vs Bitrate : {in_fmt} to {out_fmt}" + fig.suptitle(title, fontsize=14) + + plt.tight_layout(rect=[0, 0, 1, 0.96]) + plt.savefig(out_file) + # plt.show() + + +out_dir = Path(__file__).parent.parent.joinpath("plots") +out_dir.mkdir(parents=True, exist_ok=True) + +df = pd.read_csv(LOUDNESS_DATA_FILENAME) + +for in_fmt in df["format"].unique(): + for out_fmt in df["outformat"].unique(): + plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir) -- GitLab From bfa1b0b085b539e750e69550a1e9d454ae49d040 Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Fri, 19 Dec 2025 12:28:01 +0100 Subject: [PATCH 03/28] fix metatadata detection for MASA and increase max_workers --- scripts/get_loudness_data.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py index 54592175a4..e844d818be 100755 --- a/scripts/get_loudness_data.py +++ b/scripts/get_loudness_data.py @@ -132,7 +132,10 @@ def main(): # Load and cache input audio once per format if format not in input_audio_cache: - input_audio = fromfile(format, infile) + if format.startswith("MASA"): + input_audio = fromfile(format, infile, in_meta=infile.with_suffix(".met")) + else: + input_audio = fromfile(format, infile) input_loudness, _, input_loudness_format = get_loudness(input_audio) input_audio_cache[format] = (input_loudness, input_loudness_format) @@ -163,7 +166,7 @@ def main(): progressbar_update(0, total, width=50) - with ThreadPoolExecutor(max_workers=8) as executor: + with ThreadPoolExecutor(max_workers=32) as executor: # Submit all tasks futures = { executor.submit(process_output_file, *task): task[0] for task in tasks -- GitLab From b7aded0ae13fa1c0c1326a8101d1e85befc546e1 Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Thu, 8 Jan 2026 10:18:53 +0100 Subject: [PATCH 04/28] try to get printouts to show up in CI --- scripts/get_loudness_data.py | 8 +++++++- scripts/parse_loudness_data.py | 14 +++++++++++++- 2 files changed, 20 insertions(+), 2 deletions(-) diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py index e844d818be..f3e8c0dae6 100755 --- a/scripts/get_loudness_data.py +++ b/scripts/get_loudness_data.py @@ -1,6 +1,7 @@ #!/usr/bin/env python3 import pandas as pd import logging +import os import re import sys import time @@ -14,6 +15,9 @@ from ivas_processing_scripts.utils import progressbar_update, spinner logging.basicConfig(level=logging.WARNING) +if os.environ.get("CI") or not sys.stdout.isatty(): + sys.stdout.reconfigure(line_buffering=True) + INPUT_FOLDER_BASE = Path(__file__).parent.joinpath("testv", "pinknoise") OUTPUT_FOLDER = Path(__file__).parent.parent.joinpath("out/dec") FORMATS = [ @@ -133,7 +137,9 @@ def main(): # Load and cache input audio once per format if format not in input_audio_cache: if format.startswith("MASA"): - input_audio = fromfile(format, infile, in_meta=infile.with_suffix(".met")) + input_audio = fromfile( + format, infile, in_meta=infile.with_suffix(".met") + ) else: input_audio = fromfile(format, infile) input_loudness, _, input_loudness_format = get_loudness(input_audio) diff --git a/scripts/parse_loudness_data.py b/scripts/parse_loudness_data.py index c5535b0ab1..ae6b7eb013 100644 --- a/scripts/parse_loudness_data.py +++ b/scripts/parse_loudness_data.py @@ -2,8 +2,16 @@ import matplotlib.pyplot as plt import pandas as pd import numpy as np +import os +import sys from pathlib import Path +sys.path.append("./ivas-processing-scripts") +from ivas_processing_scripts.utils import progressbar_update + +if os.environ.get("CI") or not sys.stdout.isatty(): + sys.stdout.reconfigure(line_buffering=True) + LOUDNESS_DATA_FILENAME = "loudness.csv" @@ -101,5 +109,9 @@ out_dir.mkdir(parents=True, exist_ok=True) df = pd.read_csv(LOUDNESS_DATA_FILENAME) for in_fmt in df["format"].unique(): - for out_fmt in df["outformat"].unique(): + print(f"Processing {in_fmt}: ") + out_fmts = df[df["format"] == in_fmt]["outformat"].unique() + progressbar_update(0, len(out_fmts), width=50) + for idx, out_fmt in enumerate(out_fmts): plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir) + progressbar_update(idx, len(out_fmts), width=50) -- GitLab From cdb3a79e5fe736707597073999d4c4fb347a06a0 Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Thu, 8 Jan 2026 14:32:08 +0100 Subject: [PATCH 05/28] try to switch to ProcessPoolExecutor for speedup --- scripts/get_loudness_data.py | 98 +++++++++++++++++----------------- scripts/parse_loudness_data.py | 0 2 files changed, 49 insertions(+), 49 deletions(-) mode change 100644 => 100755 scripts/parse_loudness_data.py diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py index f3e8c0dae6..eba28715e9 100755 --- a/scripts/get_loudness_data.py +++ b/scripts/get_loudness_data.py @@ -6,7 +6,7 @@ import re import sys import time from pathlib import Path -from concurrent.futures import ThreadPoolExecutor, as_completed +from concurrent.futures import ProcessPoolExecutor, as_completed sys.path.append("./ivas-processing-scripts") from ivas_processing_scripts.audiotools.wrappers.bs1770 import get_loudness @@ -21,52 +21,52 @@ if os.environ.get("CI") or not sys.stdout.isatty(): INPUT_FOLDER_BASE = Path(__file__).parent.joinpath("testv", "pinknoise") OUTPUT_FOLDER = Path(__file__).parent.parent.joinpath("out/dec") FORMATS = [ - "MONO", + # "MONO", "STEREO", - "5_1", - "5_1_2", - "5_1_4", - "7_1", - "7_1_4", - "ISM1", - "ISM2", - "ISM3", - "ISM4", - "MASA1DIR1", - "MASA1DIR2", - "MASA2DIR1", - "MASA2DIR2", - "FOA", - "HOA2", - "HOA3", - "ISM1SBA1", - "ISM2SBA1", - "ISM3SBA1", - "ISM4SBA1", - "ISM1SBA2", - "ISM2SBA2", - "ISM3SBA2", - "ISM4SBA2", - "ISM1SBA3", - "ISM2SBA3", - "ISM3SBA3", - "ISM4SBA3", - "ISM1MASA1DIR1", - "ISM2MASA1DIR1", - "ISM3MASA1DIR1", - "ISM4MASA1DIR1", - "ISM1MASA1DIR2", - "ISM2MASA1DIR2", - "ISM3MASA1DIR2", - "ISM4MASA1DIR2", - "ISM1MASA2DIR1", - "ISM2MASA2DIR1", - "ISM3MASA2DIR1", - "ISM4MASA2DIR1", - "ISM1MASA2DIR2", - "ISM2MASA2DIR2", - "ISM3MASA2DIR2", - "ISM4MASA2DIR2", + # "5_1", + # "5_1_2", + # "5_1_4", + # "7_1", + # "7_1_4", + # "ISM1", + # "ISM2", + # "ISM3", + # "ISM4", + # "MASA1DIR1", + # "MASA1DIR2", + # "MASA2DIR1", + # "MASA2DIR2", + # "FOA", + # "HOA2", + # "HOA3", + # "ISM1SBA1", + # "ISM2SBA1", + # "ISM3SBA1", + # "ISM4SBA1", + # "ISM1SBA2", + # "ISM2SBA2", + # "ISM3SBA2", + # "ISM4SBA2", + # "ISM1SBA3", + # "ISM2SBA3", + # "ISM3SBA3", + # "ISM4SBA3", + # "ISM1MASA1DIR1", + # "ISM2MASA1DIR1", + # "ISM3MASA1DIR1", + # "ISM4MASA1DIR1", + # "ISM1MASA1DIR2", + # "ISM2MASA1DIR2", + # "ISM3MASA1DIR2", + # "ISM4MASA1DIR2", + # "ISM1MASA2DIR1", + # "ISM2MASA2DIR1", + # "ISM3MASA2DIR1", + # "ISM4MASA2DIR1", + # "ISM1MASA2DIR2", + # "ISM2MASA2DIR2", + # "ISM3MASA2DIR2", + # "ISM4MASA2DIR2", ] FORMAT_2_FILE = { @@ -172,7 +172,7 @@ def main(): progressbar_update(0, total, width=50) - with ThreadPoolExecutor(max_workers=32) as executor: + with ProcessPoolExecutor(max_workers=8) as executor: # Submit all tasks futures = { executor.submit(process_output_file, *task): task[0] for task in tasks @@ -181,7 +181,7 @@ def main(): # Process with animated spinner and progress bar while futures: done = set() - for future in as_completed(futures, timeout=0.1): + for future in as_completed(futures): done.add(future) outfile = futures[future] @@ -216,7 +216,7 @@ def main(): print( f"✅ Processed {len(results)}/{len(tasks)} files successfully in {elapsed:.1f}s" ) - print(f" Average: {len(results)/elapsed:.1f} files/second") + print(f" Average: {len(results) / elapsed:.1f} files/second") if __name__ == "__main__": diff --git a/scripts/parse_loudness_data.py b/scripts/parse_loudness_data.py old mode 100644 new mode 100755 -- GitLab From 0421e1ca70b7544b99b31391a0fd905526ade361 Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Thu, 8 Jan 2026 15:17:32 +0100 Subject: [PATCH 06/28] reenable other formats --- scripts/get_loudness_data.py | 38 ++++++++++++++++++------------------ 1 file changed, 19 insertions(+), 19 deletions(-) diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py index eba28715e9..eedd9e31d1 100755 --- a/scripts/get_loudness_data.py +++ b/scripts/get_loudness_data.py @@ -21,24 +21,24 @@ if os.environ.get("CI") or not sys.stdout.isatty(): INPUT_FOLDER_BASE = Path(__file__).parent.joinpath("testv", "pinknoise") OUTPUT_FOLDER = Path(__file__).parent.parent.joinpath("out/dec") FORMATS = [ - # "MONO", + "MONO", "STEREO", - # "5_1", - # "5_1_2", - # "5_1_4", - # "7_1", - # "7_1_4", - # "ISM1", - # "ISM2", - # "ISM3", - # "ISM4", - # "MASA1DIR1", - # "MASA1DIR2", - # "MASA2DIR1", - # "MASA2DIR2", - # "FOA", - # "HOA2", - # "HOA3", + "5_1", + "5_1_2", + "5_1_4", + "7_1", + "7_1_4", + "ISM1", + "ISM2", + "ISM3", + "ISM4", + "MASA1DIR1", + "MASA1DIR2", + "MASA2DIR1", + "MASA2DIR2", + "FOA", + "HOA2", + "HOA3", # "ISM1SBA1", # "ISM2SBA1", # "ISM3SBA1", @@ -50,7 +50,7 @@ FORMATS = [ # "ISM1SBA3", # "ISM2SBA3", # "ISM3SBA3", - # "ISM4SBA3", + "ISM4SBA3", # "ISM1MASA1DIR1", # "ISM2MASA1DIR1", # "ISM3MASA1DIR1", @@ -66,7 +66,7 @@ FORMATS = [ # "ISM1MASA2DIR2", # "ISM2MASA2DIR2", # "ISM3MASA2DIR2", - # "ISM4MASA2DIR2", + "ISM4MASA2DIR2", ] FORMAT_2_FILE = { -- GitLab From 6e30d0cea53eed17df5ac327dc299d710e9a358d Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Thu, 8 Jan 2026 16:18:21 +0100 Subject: [PATCH 07/28] back to ThreadPoolExecutor --- scripts/get_loudness_data.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py index eedd9e31d1..2607cd901b 100755 --- a/scripts/get_loudness_data.py +++ b/scripts/get_loudness_data.py @@ -6,7 +6,7 @@ import re import sys import time from pathlib import Path -from concurrent.futures import ProcessPoolExecutor, as_completed +from concurrent.futures import ThreadPoolExecutor, as_completed sys.path.append("./ivas-processing-scripts") from ivas_processing_scripts.audiotools.wrappers.bs1770 import get_loudness @@ -172,7 +172,7 @@ def main(): progressbar_update(0, total, width=50) - with ProcessPoolExecutor(max_workers=8) as executor: + with ThreadPoolExecutor() as executor: # Submit all tasks futures = { executor.submit(process_output_file, *task): task[0] for task in tasks -- GitLab From a24528c6375541317fb8249c4838eed5ad7bd12c Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Mon, 12 Jan 2026 17:03:49 +0100 Subject: [PATCH 08/28] update plotting code to filter to IVAS bitrates and cleanup --- scripts/parse_loudness_data.py | 35 ++++++++++++++++++++++++++++------ 1 file changed, 29 insertions(+), 6 deletions(-) diff --git a/scripts/parse_loudness_data.py b/scripts/parse_loudness_data.py index ae6b7eb013..04d94b3b8a 100755 --- a/scripts/parse_loudness_data.py +++ b/scripts/parse_loudness_data.py @@ -12,6 +12,22 @@ from ivas_processing_scripts.utils import progressbar_update if os.environ.get("CI") or not sys.stdout.isatty(): sys.stdout.reconfigure(line_buffering=True) +VALID_BITRATES_IVAS = [ + 13.2, + 16.4, + 24.4, + 32, + 48, + 64, + 80, + 96, + 128, + 160, + 192, + 256, + 384, + 512, +] LOUDNESS_DATA_FILENAME = "loudness.csv" @@ -33,7 +49,7 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): input_loudness = None y_min, y_max = -36, -16 - y_ticks = np.arange(y_min, y_max + 0.5, 0.5) + y_ticks = np.arange(y_min, y_max + 5, 5) # get unique bitrates and sort them bitrates = sorted(df["bitrate"].unique()) @@ -62,7 +78,7 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): x_positions = [bitrate_to_idx[br] for br in subset["bitrate"]] y_values = subset["output_loudness"] - marker = "o" if dtx_val else "s" + marker = "x" if dtx_val else "o" label = f"dtx={dtx_val}" if show_legend else None ax.scatter( x_positions, y_values, label=label, marker=marker, s=80, alpha=0.7 @@ -81,15 +97,21 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): ) ax.set_xticks(range(len(bitrates))) - ax.set_xticklabels(bitrates, rotation=45, ha="right") + ax.set_xticklabels( + [int(br) if br == int(br) else round(br, 2) for br in bitrates], + rotation=45, + ha="right", + ) ax.set_ylim(y_min, y_max) ax.set_yticks(y_ticks) + ax.set_yticks(np.arange(y_min, y_max + 1, 1), minor=True) ax.set_xlabel("Bitrate (kbps)", fontsize=11) ax.set_ylabel("Output Loudness (LKFS)", fontsize=11) ax.set_title(f"{bw.upper()}", fontsize=12) - ax.grid(True, alpha=0.3) + ax.grid(True, which="minor", alpha=0.3) + ax.grid(True, which="major", alpha=0.5) # only show legend if there are multiple DTX values if show_legend: @@ -100,13 +122,14 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): plt.tight_layout(rect=[0, 0, 1, 0.96]) plt.savefig(out_file) - # plt.show() + plt.close() out_dir = Path(__file__).parent.parent.joinpath("plots") out_dir.mkdir(parents=True, exist_ok=True) df = pd.read_csv(LOUDNESS_DATA_FILENAME) +df = df[df["bitrate"].isin(VALID_BITRATES_IVAS)] for in_fmt in df["format"].unique(): print(f"Processing {in_fmt}: ") @@ -114,4 +137,4 @@ for in_fmt in df["format"].unique(): progressbar_update(0, len(out_fmts), width=50) for idx, out_fmt in enumerate(out_fmts): plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir) - progressbar_update(idx, len(out_fmts), width=50) + progressbar_update(idx + 1, len(out_fmts), width=50) -- GitLab From ee438502f0e82c4abdc5085f2dcb9b057f07b799 Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Wed, 14 Jan 2026 15:41:58 +0100 Subject: [PATCH 09/28] use formats from config file and add option to run only specific formats --- scripts/get_loudness_data.py | 195 +++++++++++++++++---------------- scripts/parse_loudness_data.py | 5 +- 2 files changed, 102 insertions(+), 98 deletions(-) diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py index 2607cd901b..2470bf6f98 100755 --- a/scripts/get_loudness_data.py +++ b/scripts/get_loudness_data.py @@ -1,80 +1,65 @@ #!/usr/bin/env python3 +import argparse import pandas as pd import logging import os import re import sys -import time +import json from pathlib import Path from concurrent.futures import ThreadPoolExecutor, as_completed sys.path.append("./ivas-processing-scripts") from ivas_processing_scripts.audiotools.wrappers.bs1770 import get_loudness from ivas_processing_scripts.audiotools.audio import fromfile -from ivas_processing_scripts.utils import progressbar_update, spinner +from ivas_processing_scripts.utils import progressbar_update logging.basicConfig(level=logging.WARNING) if os.environ.get("CI") or not sys.stdout.isatty(): sys.stdout.reconfigure(line_buffering=True) -INPUT_FOLDER_BASE = Path(__file__).parent.joinpath("testv", "pinknoise") OUTPUT_FOLDER = Path(__file__).parent.parent.joinpath("out/dec") -FORMATS = [ - "MONO", - "STEREO", - "5_1", - "5_1_2", - "5_1_4", - "7_1", - "7_1_4", - "ISM1", - "ISM2", - "ISM3", - "ISM4", - "MASA1DIR1", - "MASA1DIR2", - "MASA2DIR1", - "MASA2DIR2", - "FOA", - "HOA2", - "HOA3", - # "ISM1SBA1", - # "ISM2SBA1", - # "ISM3SBA1", - # "ISM4SBA1", - # "ISM1SBA2", - # "ISM2SBA2", - # "ISM3SBA2", - # "ISM4SBA2", - # "ISM1SBA3", - # "ISM2SBA3", - # "ISM3SBA3", - "ISM4SBA3", - # "ISM1MASA1DIR1", - # "ISM2MASA1DIR1", - # "ISM3MASA1DIR1", - # "ISM4MASA1DIR1", - # "ISM1MASA1DIR2", - # "ISM2MASA1DIR2", - # "ISM3MASA1DIR2", - # "ISM4MASA1DIR2", - # "ISM1MASA2DIR1", - # "ISM2MASA2DIR1", - # "ISM3MASA2DIR1", - # "ISM4MASA2DIR1", - # "ISM1MASA2DIR2", - # "ISM2MASA2DIR2", - # "ISM3MASA2DIR2", - "ISM4MASA2DIR2", -] - -FORMAT_2_FILE = { - fmt: path - for fmt, path in zip( - FORMATS, [INPUT_FOLDER_BASE.joinpath(f"{f}.wav") for f in FORMATS] - ) +CFG_TO_PROC_FMT = { + "MONO": "MONO", + "STEREO": "STEREO", + "FOA": "FOA", + "HOA2": "HOA2", + "HOA3": "HOA3", + "SBA": "HOA3", + "MASA1TC": "MASA1DIR1", + "MASA2TC": "MASA2DIR2", + "5_1": "5_1", + "5_1_2": "5_1_2", + "5_1_4": "5_1_4", + "7_1": "7_1", + "7_1_4": "7_1_4", + "ISM1": "ISM1", + "ISM2": "ISM2", + "ISM3": "ISM3", + "ISM4": "ISM4", + "OMASA_ISM1_1TC": "ISM1MASA1DIR1", + "OMASA_ISM1_2TC": "ISM1MASA2DIR2", + "OMASA_ISM2_1TC": "ISM2MASA1DIR1", + "OMASA_ISM2_2TC": "ISM2MASA2DIR2", + "OMASA_ISM3_1TC": "ISM3MASA1DIR1", + "OMASA_ISM3_2TC": "ISM3MASA2DIR2", + "OMASA_ISM4_1TC": "ISM4MASA1DIR1", + "OMASA_ISM4_2TC": "ISM4MASA2DIR2", + "OSBA_ISM1_FOA": "ISM1SBA1", + "OSBA_ISM1_HOA2": "ISM1SBA2", + "OSBA_ISM1_HOA3": "ISM1SBA3", + "OSBA_ISM2_FOA": "ISM2SBA1", + "OSBA_ISM2_HOA2": "ISM2SBA2", + "OSBA_ISM2_HOA3": "ISM2SBA3", + "OSBA_ISM3_FOA": "ISM3SBA1", + "OSBA_ISM3_HOA2": "ISM3SBA2", + "OSBA_ISM3_HOA3": "ISM3SBA3", + "OSBA_ISM4_FOA": "ISM4SBA1", + "OSBA_ISM4_HOA2": "ISM4SBA2", + "OSBA_ISM4_HOA3": "ISM4SBA3", } + PATTERN_BITRATE = re.compile(r"b([\d_]*|all)(_dtx)?_(swb|wb|fb)") RESULT_OUTPUT_FILE = Path(__file__).parent.parent.joinpath("loudness.csv") @@ -104,7 +89,9 @@ def process_output_file(outfile, infile, format, input_loudness, input_loudness_ return None output_audio = fromfile(outformat.upper(), outfile) - output_loudness, _, output_loudness_format = get_loudness(output_audio) + output_loudness, scale_factor, output_loudness_format = get_loudness( + output_audio + ) return { "infile": infile.name, @@ -117,20 +104,39 @@ def process_output_file(outfile, infile, format, input_loudness, input_loudness_ "dtx": dtx, "output_loudness": output_loudness, "output_loudness_format": output_loudness_format, + "scale_factor": scale_factor, } except (AssertionError, ValueError) as e: print(f"\n⚠️ Skipping {outfile.stem}: {e}", file=sys.stderr) return None -def main(): - formats = FORMAT_2_FILE.keys() +def main(args): + with open(args.config_json, "r") as f: + config = json.load(f) + config = config["inpaths"] + + FORMAT_2_FILE = {CFG_TO_PROC_FMT[k]: Path(v) for k, v in config.items()} + + valid_formats = [f for f in args.formats if f in CFG_TO_PROC_FMT] + invalid_formats = [f for f in args.formats if f not in CFG_TO_PROC_FMT] + if invalid_formats: + print(f"The specified format(s) are invalid: {invalid_formats}") + print( + f"These do not match those in the provided config file: {args.config_json}" + ) + if not valid_formats: + print("No valid formats to process, exiting...") + exit(-1) + # map to proc scripts format names internally + valid_formats = [CFG_TO_PROC_FMT[f] for f in valid_formats] + results = [] input_audio_cache = {} tasks = [] - for format in formats: + for format in valid_formats: infile = FORMAT_2_FILE[format] output_folder = OUTPUT_FOLDER @@ -159,14 +165,15 @@ def main(): (outfile, infile, format, input_loudness, input_loudness_format) ) - print(f"Found {len(tasks)} files to process across {len(formats)} format(s)\n") + print( + f"Found {len(tasks)} files to process across {len(valid_formats)} format(s)\n" + ) if not len(tasks): print("Nothing to do, exiting...") exit(-1) # Process in parallel with progress bar print(f"⏳ Processing {len(tasks)} audio files:") - start_time = time.time() completed = 0 total = len(tasks) @@ -178,46 +185,42 @@ def main(): executor.submit(process_output_file, *task): task[0] for task in tasks } - # Process with animated spinner and progress bar - while futures: - done = set() - for future in as_completed(futures): - done.add(future) - outfile = futures[future] - - try: - result = future.result() - if result is not None: - results.append(result) - except Exception as e: - print(f"\n❌ Error processing {outfile.name}: {e}", file=sys.stderr) - # Reprint progress bar after error - progressbar_update(completed, total, width=50) - - completed += 1 + # Process with progress bar + for future in as_completed(futures): + outfile = futures[future] + + try: + result = future.result() + if result is not None: + results.append(result) + except Exception as e: + print(f"\n❌ Error processing {outfile.name}: {e}", file=sys.stderr) + # Reprint progress bar after error progressbar_update(completed, total, width=50) - # Remove completed futures - for future in done: - del futures[future] - - # Animate spinner even when waiting - if futures: - spinner() - - print() # New line after progress bar + completed += 1 + progressbar_update(completed, total, width=50) # Save results - elapsed = time.time() - start_time - print(f"💾 Saving {len(results)} results to {RESULT_OUTPUT_FILE}") + print(f"\n💾 Saving {len(results)} results to {RESULT_OUTPUT_FILE}") df = pd.DataFrame(results) df.to_csv(RESULT_OUTPUT_FILE, index=False) - print( - f"✅ Processed {len(results)}/{len(tasks)} files successfully in {elapsed:.1f}s" - ) - print(f" Average: {len(results) / elapsed:.1f} files/second") + print(f"✅ Processed {len(results)}/{len(tasks)} files successfully") if __name__ == "__main__": - main() + parser = argparse.ArgumentParser() + parser.add_argument( + "config_json", + type=Path, + default=Path(__file__).parent.joinpath("config", "ci_loudness_linux.json"), + ) + parser.add_argument( + "--formats", + nargs="*", + default=list(CFG_TO_PROC_FMT.keys()), + help="Formats to process (default = %(default)s)", + ) + args = parser.parse_args() + main(args) diff --git a/scripts/parse_loudness_data.py b/scripts/parse_loudness_data.py index 04d94b3b8a..bd14449f79 100755 --- a/scripts/parse_loudness_data.py +++ b/scripts/parse_loudness_data.py @@ -52,11 +52,11 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): y_ticks = np.arange(y_min, y_max + 5, 5) # get unique bitrates and sort them - bitrates = sorted(df["bitrate"].unique()) + bitrates = sorted(filtered_df["bitrate"].unique()) bitrate_to_idx = {br: idx for idx, br in enumerate(bitrates)} # bandwidth values - bandwidths = df["bandwidth"].unique() + bandwidths = filtered_df["bandwidth"].unique() # check for DTX dtx_values = filtered_df["dtx"].unique() @@ -138,3 +138,4 @@ for in_fmt in df["format"].unique(): for idx, out_fmt in enumerate(out_fmts): plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir) progressbar_update(idx + 1, len(out_fmts), width=50) + print() -- GitLab From 3668cdaf1665e8d7026fe9c56bf53e47f689ec46 Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Wed, 14 Jan 2026 18:26:17 +0100 Subject: [PATCH 10/28] fix case for mono/stereo (lowercase needed for runIvasCodec.py, uppercase for script) --- scripts/get_loudness_data.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py index 2470bf6f98..f4aaf006db 100755 --- a/scripts/get_loudness_data.py +++ b/scripts/get_loudness_data.py @@ -118,6 +118,7 @@ def main(args): FORMAT_2_FILE = {CFG_TO_PROC_FMT[k]: Path(v) for k, v in config.items()} + args.formats = [f.upper() for f in args.formats] valid_formats = [f for f in args.formats if f in CFG_TO_PROC_FMT] invalid_formats = [f for f in args.formats if f not in CFG_TO_PROC_FMT] if invalid_formats: -- GitLab From 0c4456f39d23fe785850cc5a77bc484ceba8daee Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Thu, 15 Jan 2026 11:12:33 +0100 Subject: [PATCH 11/28] ProcessPoolExecutor strikes back --- scripts/get_loudness_data.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py index f4aaf006db..bc25974bc7 100755 --- a/scripts/get_loudness_data.py +++ b/scripts/get_loudness_data.py @@ -7,7 +7,7 @@ import re import sys import json from pathlib import Path -from concurrent.futures import ThreadPoolExecutor, as_completed +from concurrent.futures import ProcessPoolExecutor, as_completed sys.path.append("./ivas-processing-scripts") from ivas_processing_scripts.audiotools.wrappers.bs1770 import get_loudness @@ -180,7 +180,7 @@ def main(args): progressbar_update(0, total, width=50) - with ThreadPoolExecutor() as executor: + with ProcessPoolExecutor(16) as executor: # Submit all tasks futures = { executor.submit(process_output_file, *task): task[0] for task in tasks -- GitLab From 563e0e352855ca5e9e129059678691da4707f92f Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Thu, 15 Jan 2026 14:21:49 +0100 Subject: [PATCH 12/28] fix MASA modes --- scripts/get_loudness_data.py | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py index bc25974bc7..4c30ab6996 100755 --- a/scripts/get_loudness_data.py +++ b/scripts/get_loudness_data.py @@ -118,7 +118,17 @@ def main(args): FORMAT_2_FILE = {CFG_TO_PROC_FMT[k]: Path(v) for k, v in config.items()} - args.formats = [f.upper() for f in args.formats] + # mono and stereo are only accepted as lowercase for runIvasCodec.py modes + # further, MASA1_TC and MASA_2TC are accepted, but the config.json contains them without the underscore + # so patch everything for compatibility + replacements = { + "mono": "MONO", + "stereo": "STEREO", + "MASA_1TC": "MASA1TC", + "MASA_2TC": "MASA2TC", + } + args.formats = [replacements.get(f, f).upper() for f in args.formats] + valid_formats = [f for f in args.formats if f in CFG_TO_PROC_FMT] invalid_formats = [f for f in args.formats if f not in CFG_TO_PROC_FMT] if invalid_formats: -- GitLab From 75d861261f2e58ff174b6deb47579ec8dc916b81 Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Fri, 16 Jan 2026 12:51:52 +0100 Subject: [PATCH 13/28] try to switch to gitlab inputs --- .gitlab-ci.yml | 26 ++++++++++++++++++++++++++ 1 file changed, 26 insertions(+) diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml index 4e6e41f207..dd0e28ddac 100644 --- a/.gitlab-ci.yml +++ b/.gitlab-ci.yml @@ -10,8 +10,34 @@ variables: # # set this to true to skip the external HRTF testcases in pytest calls # DISABLE_HRTF: "true" + # configuration for loudness measurement jobs + LOUDNESS_CONFIG_JSON: + description: "Config JSON file path" + value: "scripts/config/ci_loudness_linux.json" + options: + - "scripts/config/ci_linux.json" + - "scripts/config/ci_linux_ltv.json" + - "scripts/config/ci_loudness_linux.json" + + LOUDNESS_FORMATS: + description: "Space-separated list of formats to test" + value: > + mono stereo + MC_5_1 MC_5_1_2 MC_5_1_4 MC_7_1 MC_7_1_4 + ISM1 ISM2 ISM3 ISM4 + FOA HOA2 HOA3 + MASA_1TC MASA_2TC + OMASA_ISM1_1TC OMASA_ISM2_1TC OMASA_ISM3_1TC OMASA_ISM4_1TC + OMASA_ISM1_2TC OMASA_ISM2_2TC OMASA_ISM3_2TC OMASA_ISM4_2TC + OSBA_ISM1_FOA OSBA_ISM2_FOA OSBA_ISM3_FOA OSBA_ISM4_FOA + OSBA_ISM1_HOA2 OSBA_ISM2_HOA2 OSBA_ISM3_HOA2 OSBA_ISM4_HOA2 + OSBA_ISM1_HOA3 OSBA_ISM2_HOA3 OSBA_ISM3_HOA3 OSBA_ISM4_HOA3 + # all CI code and config is included from https://forge.3gpp.org/rep/ivas-codec-pc/ivas-codec-ci include: - project: ivas-codec-pc/ivas-codec-ci ref: *IVAS_CODEC_CI_REF file: main-float.yml + inputs: + loudness_config_json: $LOUDNESS_CONFIG_JSON + loudness_formats: $LOUDNESS_FORMATS -- GitLab From 6002c6eb04bc53627531725abba203fca6c3751d Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Fri, 16 Jan 2026 13:26:48 +0100 Subject: [PATCH 14/28] update gitlab-ci --- .gitlab-ci.yml | 26 -------------------------- 1 file changed, 26 deletions(-) diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml index dd0e28ddac..4e6e41f207 100644 --- a/.gitlab-ci.yml +++ b/.gitlab-ci.yml @@ -10,34 +10,8 @@ variables: # # set this to true to skip the external HRTF testcases in pytest calls # DISABLE_HRTF: "true" - # configuration for loudness measurement jobs - LOUDNESS_CONFIG_JSON: - description: "Config JSON file path" - value: "scripts/config/ci_loudness_linux.json" - options: - - "scripts/config/ci_linux.json" - - "scripts/config/ci_linux_ltv.json" - - "scripts/config/ci_loudness_linux.json" - - LOUDNESS_FORMATS: - description: "Space-separated list of formats to test" - value: > - mono stereo - MC_5_1 MC_5_1_2 MC_5_1_4 MC_7_1 MC_7_1_4 - ISM1 ISM2 ISM3 ISM4 - FOA HOA2 HOA3 - MASA_1TC MASA_2TC - OMASA_ISM1_1TC OMASA_ISM2_1TC OMASA_ISM3_1TC OMASA_ISM4_1TC - OMASA_ISM1_2TC OMASA_ISM2_2TC OMASA_ISM3_2TC OMASA_ISM4_2TC - OSBA_ISM1_FOA OSBA_ISM2_FOA OSBA_ISM3_FOA OSBA_ISM4_FOA - OSBA_ISM1_HOA2 OSBA_ISM2_HOA2 OSBA_ISM3_HOA2 OSBA_ISM4_HOA2 - OSBA_ISM1_HOA3 OSBA_ISM2_HOA3 OSBA_ISM3_HOA3 OSBA_ISM4_HOA3 - # all CI code and config is included from https://forge.3gpp.org/rep/ivas-codec-pc/ivas-codec-ci include: - project: ivas-codec-pc/ivas-codec-ci ref: *IVAS_CODEC_CI_REF file: main-float.yml - inputs: - loudness_config_json: $LOUDNESS_CONFIG_JSON - loudness_formats: $LOUDNESS_FORMATS -- GitLab From 60e0d205715f1b38ddce3e843dbf908bbc85c488 Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Mon, 19 Jan 2026 15:18:19 +0100 Subject: [PATCH 15/28] [fix] file naming for OSBA/OMASA to avoid collecting as ISM data --- .../pinknoise/{ISM1MASA1DIR1.met => OMASA_ISM1_MASA1DIR1.met} | 0 .../pinknoise/{ISM1MASA1DIR1.wav => OMASA_ISM1_MASA1DIR1.wav} | 0 .../{ISM1MASA1DIR1.wav.0.csv => OMASA_ISM1_MASA1DIR1.wav.0.csv} | 0 .../pinknoise/{ISM1MASA1DIR2.met => OMASA_ISM1_MASA1DIR2.met} | 0 .../pinknoise/{ISM1MASA1DIR2.wav => OMASA_ISM1_MASA1DIR2.wav} | 0 .../{ISM1MASA1DIR2.wav.0.csv => OMASA_ISM1_MASA1DIR2.wav.0.csv} | 0 .../pinknoise/{ISM1MASA2DIR1.met => OMASA_ISM1_MASA2DIR1.met} | 0 .../pinknoise/{ISM1MASA2DIR1.wav => OMASA_ISM1_MASA2DIR1.wav} | 0 .../{ISM1MASA2DIR1.wav.0.csv => OMASA_ISM1_MASA2DIR1.wav.0.csv} | 0 .../pinknoise/{ISM1MASA2DIR2.met => OMASA_ISM1_MASA2DIR2.met} | 0 .../pinknoise/{ISM1MASA2DIR2.wav => OMASA_ISM1_MASA2DIR2.wav} | 0 .../{ISM1MASA2DIR2.wav.0.csv => OMASA_ISM1_MASA2DIR2.wav.0.csv} | 0 .../pinknoise/{ISM2MASA1DIR1.met => OMASA_ISM2_MASA1DIR1.met} | 0 .../pinknoise/{ISM2MASA1DIR1.wav => OMASA_ISM2_MASA1DIR1.wav} | 0 .../{ISM1SBA1.wav.0.csv => OMASA_ISM2_MASA1DIR1.wav.0.csv} | 0 .../{ISM1SBA2.wav.0.csv => OMASA_ISM2_MASA1DIR1.wav.1.csv} | 0 .../pinknoise/{ISM2MASA1DIR2.met => OMASA_ISM2_MASA1DIR2.met} | 0 .../pinknoise/{ISM2MASA1DIR2.wav => OMASA_ISM2_MASA1DIR2.wav} | 0 .../{ISM1SBA3.wav.0.csv => OMASA_ISM2_MASA1DIR2.wav.0.csv} | 0 .../{ISM2MASA1DIR1.wav.0.csv => OMASA_ISM2_MASA1DIR2.wav.1.csv} | 0 .../pinknoise/{ISM2MASA2DIR1.met => OMASA_ISM2_MASA2DIR1.met} | 0 .../pinknoise/{ISM2MASA2DIR1.wav => OMASA_ISM2_MASA2DIR1.wav} | 0 .../{ISM2MASA1DIR1.wav.1.csv => OMASA_ISM2_MASA2DIR1.wav.0.csv} | 0 .../{ISM2MASA1DIR2.wav.0.csv => OMASA_ISM2_MASA2DIR1.wav.1.csv} | 0 .../pinknoise/{ISM2MASA2DIR2.met => OMASA_ISM2_MASA2DIR2.met} | 0 .../pinknoise/{ISM2MASA2DIR2.wav => OMASA_ISM2_MASA2DIR2.wav} | 0 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scripts/testv/pinknoise/{ISM4MASA2DIR1.wav.0.csv => OSBA_ISM3_SBA1.wav.1.csv} (100%) rename scripts/testv/pinknoise/{ISM4MASA2DIR1.wav.1.csv => OSBA_ISM3_SBA1.wav.2.csv} (100%) rename scripts/testv/pinknoise/{ISM3SBA2.wav => OSBA_ISM3_SBA2.wav} (100%) rename scripts/testv/pinknoise/{ISM4MASA2DIR1.wav.2.csv => OSBA_ISM3_SBA2.wav.0.csv} (100%) rename scripts/testv/pinknoise/{ISM4MASA2DIR1.wav.3.csv => OSBA_ISM3_SBA2.wav.1.csv} (100%) rename scripts/testv/pinknoise/{ISM4MASA2DIR2.wav.0.csv => OSBA_ISM3_SBA2.wav.2.csv} (100%) rename scripts/testv/pinknoise/{ISM3SBA3.wav => OSBA_ISM3_SBA3.wav} (100%) rename scripts/testv/pinknoise/{ISM4MASA2DIR2.wav.1.csv => OSBA_ISM3_SBA3.wav.0.csv} (100%) rename scripts/testv/pinknoise/{ISM4MASA2DIR2.wav.2.csv => OSBA_ISM3_SBA3.wav.1.csv} (100%) rename scripts/testv/pinknoise/{ISM4MASA2DIR2.wav.3.csv => OSBA_ISM3_SBA3.wav.2.csv} (100%) rename scripts/testv/pinknoise/{ISM4SBA1.wav => OSBA_ISM4_SBA1.wav} (100%) rename scripts/testv/pinknoise/{ISM4SBA1.wav.0.csv => OSBA_ISM4_SBA1.wav.0.csv} (100%) rename scripts/testv/pinknoise/{ISM4SBA1.wav.1.csv => OSBA_ISM4_SBA1.wav.1.csv} (100%) rename scripts/testv/pinknoise/{ISM4SBA1.wav.2.csv => OSBA_ISM4_SBA1.wav.2.csv} (100%) rename scripts/testv/pinknoise/{ISM4SBA1.wav.3.csv => OSBA_ISM4_SBA1.wav.3.csv} (100%) rename scripts/testv/pinknoise/{ISM4SBA2.wav => OSBA_ISM4_SBA2.wav} (100%) rename scripts/testv/pinknoise/{ISM4SBA2.wav.0.csv => OSBA_ISM4_SBA2.wav.0.csv} (100%) rename scripts/testv/pinknoise/{ISM4SBA2.wav.1.csv => OSBA_ISM4_SBA2.wav.1.csv} (100%) rename scripts/testv/pinknoise/{ISM4SBA2.wav.2.csv => OSBA_ISM4_SBA2.wav.2.csv} (100%) rename scripts/testv/pinknoise/{ISM4SBA2.wav.3.csv => OSBA_ISM4_SBA2.wav.3.csv} (100%) rename scripts/testv/pinknoise/{ISM4SBA3.wav => OSBA_ISM4_SBA3.wav} (100%) rename scripts/testv/pinknoise/{ISM4SBA3.wav.0.csv => OSBA_ISM4_SBA3.wav.0.csv} (100%) rename scripts/testv/pinknoise/{ISM4SBA3.wav.1.csv => OSBA_ISM4_SBA3.wav.1.csv} (100%) rename scripts/testv/pinknoise/{ISM4SBA3.wav.2.csv => OSBA_ISM4_SBA3.wav.2.csv} (100%) rename scripts/testv/pinknoise/{ISM4SBA3.wav.3.csv => OSBA_ISM4_SBA3.wav.3.csv} (100%) diff --git a/scripts/testv/pinknoise/ISM1MASA1DIR1.met b/scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR1.met similarity index 100% rename from scripts/testv/pinknoise/ISM1MASA1DIR1.met rename to scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR1.met diff --git a/scripts/testv/pinknoise/ISM1MASA1DIR1.wav b/scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR1.wav similarity index 100% rename from scripts/testv/pinknoise/ISM1MASA1DIR1.wav rename to scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR1.wav diff --git a/scripts/testv/pinknoise/ISM1MASA1DIR1.wav.0.csv b/scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR1.wav.0.csv similarity index 100% rename from scripts/testv/pinknoise/ISM1MASA1DIR1.wav.0.csv rename to scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR1.wav.0.csv diff --git a/scripts/testv/pinknoise/ISM1MASA1DIR2.met b/scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR2.met similarity index 100% rename from scripts/testv/pinknoise/ISM1MASA1DIR2.met rename to scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR2.met diff --git a/scripts/testv/pinknoise/ISM1MASA1DIR2.wav b/scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR2.wav similarity index 100% rename from scripts/testv/pinknoise/ISM1MASA1DIR2.wav rename to scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR2.wav diff --git a/scripts/testv/pinknoise/ISM1MASA1DIR2.wav.0.csv b/scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR2.wav.0.csv similarity index 100% rename from scripts/testv/pinknoise/ISM1MASA1DIR2.wav.0.csv rename to scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR2.wav.0.csv diff --git a/scripts/testv/pinknoise/ISM1MASA2DIR1.met b/scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR1.met similarity index 100% rename from scripts/testv/pinknoise/ISM1MASA2DIR1.met rename to scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR1.met diff --git a/scripts/testv/pinknoise/ISM1MASA2DIR1.wav b/scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR1.wav similarity index 100% rename from scripts/testv/pinknoise/ISM1MASA2DIR1.wav rename to scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR1.wav diff --git a/scripts/testv/pinknoise/ISM1MASA2DIR1.wav.0.csv b/scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR1.wav.0.csv similarity index 100% rename from scripts/testv/pinknoise/ISM1MASA2DIR1.wav.0.csv rename to scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR1.wav.0.csv diff --git a/scripts/testv/pinknoise/ISM1MASA2DIR2.met b/scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR2.met similarity index 100% rename from scripts/testv/pinknoise/ISM1MASA2DIR2.met rename to scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR2.met diff --git a/scripts/testv/pinknoise/ISM1MASA2DIR2.wav b/scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR2.wav similarity index 100% rename from scripts/testv/pinknoise/ISM1MASA2DIR2.wav rename to scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR2.wav diff --git a/scripts/testv/pinknoise/ISM1MASA2DIR2.wav.0.csv b/scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR2.wav.0.csv similarity index 100% rename from scripts/testv/pinknoise/ISM1MASA2DIR2.wav.0.csv rename to scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR2.wav.0.csv diff --git a/scripts/testv/pinknoise/ISM2MASA1DIR1.met b/scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR1.met similarity index 100% rename from scripts/testv/pinknoise/ISM2MASA1DIR1.met rename to scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR1.met diff --git a/scripts/testv/pinknoise/ISM2MASA1DIR1.wav b/scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR1.wav similarity index 100% rename from scripts/testv/pinknoise/ISM2MASA1DIR1.wav rename to scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR1.wav diff --git a/scripts/testv/pinknoise/ISM1SBA1.wav.0.csv b/scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR1.wav.0.csv similarity index 100% rename from scripts/testv/pinknoise/ISM1SBA1.wav.0.csv rename to scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR1.wav.0.csv diff --git a/scripts/testv/pinknoise/ISM1SBA2.wav.0.csv b/scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR1.wav.1.csv similarity index 100% rename from scripts/testv/pinknoise/ISM1SBA2.wav.0.csv rename to scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR1.wav.1.csv diff --git a/scripts/testv/pinknoise/ISM2MASA1DIR2.met b/scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR2.met similarity index 100% rename from scripts/testv/pinknoise/ISM2MASA1DIR2.met rename to scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR2.met diff --git a/scripts/testv/pinknoise/ISM2MASA1DIR2.wav b/scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR2.wav similarity index 100% rename from scripts/testv/pinknoise/ISM2MASA1DIR2.wav rename to scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR2.wav diff --git a/scripts/testv/pinknoise/ISM1SBA3.wav.0.csv b/scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR2.wav.0.csv similarity index 100% rename from scripts/testv/pinknoise/ISM1SBA3.wav.0.csv rename to scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR2.wav.0.csv diff --git a/scripts/testv/pinknoise/ISM2MASA1DIR1.wav.0.csv b/scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR2.wav.1.csv similarity index 100% rename from scripts/testv/pinknoise/ISM2MASA1DIR1.wav.0.csv rename to scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR2.wav.1.csv diff --git a/scripts/testv/pinknoise/ISM2MASA2DIR1.met b/scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR1.met similarity index 100% rename from scripts/testv/pinknoise/ISM2MASA2DIR1.met rename to scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR1.met diff --git a/scripts/testv/pinknoise/ISM2MASA2DIR1.wav b/scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR1.wav similarity index 100% rename from scripts/testv/pinknoise/ISM2MASA2DIR1.wav rename to scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR1.wav diff --git a/scripts/testv/pinknoise/ISM2MASA1DIR1.wav.1.csv b/scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR1.wav.0.csv similarity index 100% rename from scripts/testv/pinknoise/ISM2MASA1DIR1.wav.1.csv rename to scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR1.wav.0.csv diff --git a/scripts/testv/pinknoise/ISM2MASA1DIR2.wav.0.csv b/scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR1.wav.1.csv similarity index 100% rename from scripts/testv/pinknoise/ISM2MASA1DIR2.wav.0.csv rename to scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR1.wav.1.csv diff --git a/scripts/testv/pinknoise/ISM2MASA2DIR2.met b/scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR2.met similarity index 100% rename from scripts/testv/pinknoise/ISM2MASA2DIR2.met rename to scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR2.met diff --git a/scripts/testv/pinknoise/ISM2MASA2DIR2.wav b/scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR2.wav similarity index 100% rename from scripts/testv/pinknoise/ISM2MASA2DIR2.wav rename to scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR2.wav diff --git a/scripts/testv/pinknoise/ISM2MASA1DIR2.wav.1.csv b/scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR2.wav.0.csv similarity index 100% rename from scripts/testv/pinknoise/ISM2MASA1DIR2.wav.1.csv rename to 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b/scripts/testv/pinknoise/OSBA_ISM1_SBA1.wav.0.csv similarity index 100% rename from scripts/testv/pinknoise/ISM3SBA3.wav.1.csv rename to scripts/testv/pinknoise/OSBA_ISM1_SBA1.wav.0.csv diff --git a/scripts/testv/pinknoise/ISM1SBA2.wav b/scripts/testv/pinknoise/OSBA_ISM1_SBA2.wav similarity index 100% rename from scripts/testv/pinknoise/ISM1SBA2.wav rename to scripts/testv/pinknoise/OSBA_ISM1_SBA2.wav diff --git a/scripts/testv/pinknoise/ISM3SBA3.wav.2.csv b/scripts/testv/pinknoise/OSBA_ISM1_SBA2.wav.0.csv similarity index 100% rename from scripts/testv/pinknoise/ISM3SBA3.wav.2.csv rename to scripts/testv/pinknoise/OSBA_ISM1_SBA2.wav.0.csv diff --git a/scripts/testv/pinknoise/ISM1SBA3.wav b/scripts/testv/pinknoise/OSBA_ISM1_SBA3.wav similarity index 100% rename from scripts/testv/pinknoise/ISM1SBA3.wav rename to scripts/testv/pinknoise/OSBA_ISM1_SBA3.wav diff --git a/scripts/testv/pinknoise/ISM4MASA1DIR1.wav.0.csv b/scripts/testv/pinknoise/OSBA_ISM1_SBA3.wav.0.csv similarity index 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scripts/testv/pinknoise/ISM4SBA1.wav.1.csv rename to scripts/testv/pinknoise/OSBA_ISM4_SBA1.wav.1.csv diff --git a/scripts/testv/pinknoise/ISM4SBA1.wav.2.csv b/scripts/testv/pinknoise/OSBA_ISM4_SBA1.wav.2.csv similarity index 100% rename from scripts/testv/pinknoise/ISM4SBA1.wav.2.csv rename to scripts/testv/pinknoise/OSBA_ISM4_SBA1.wav.2.csv diff --git a/scripts/testv/pinknoise/ISM4SBA1.wav.3.csv b/scripts/testv/pinknoise/OSBA_ISM4_SBA1.wav.3.csv similarity index 100% rename from scripts/testv/pinknoise/ISM4SBA1.wav.3.csv rename to scripts/testv/pinknoise/OSBA_ISM4_SBA1.wav.3.csv diff --git a/scripts/testv/pinknoise/ISM4SBA2.wav b/scripts/testv/pinknoise/OSBA_ISM4_SBA2.wav similarity index 100% rename from scripts/testv/pinknoise/ISM4SBA2.wav rename to scripts/testv/pinknoise/OSBA_ISM4_SBA2.wav diff --git a/scripts/testv/pinknoise/ISM4SBA2.wav.0.csv b/scripts/testv/pinknoise/OSBA_ISM4_SBA2.wav.0.csv similarity index 100% rename from scripts/testv/pinknoise/ISM4SBA2.wav.0.csv rename to scripts/testv/pinknoise/OSBA_ISM4_SBA2.wav.0.csv diff --git a/scripts/testv/pinknoise/ISM4SBA2.wav.1.csv b/scripts/testv/pinknoise/OSBA_ISM4_SBA2.wav.1.csv similarity index 100% rename from scripts/testv/pinknoise/ISM4SBA2.wav.1.csv rename to scripts/testv/pinknoise/OSBA_ISM4_SBA2.wav.1.csv diff --git a/scripts/testv/pinknoise/ISM4SBA2.wav.2.csv b/scripts/testv/pinknoise/OSBA_ISM4_SBA2.wav.2.csv similarity index 100% rename from scripts/testv/pinknoise/ISM4SBA2.wav.2.csv rename to scripts/testv/pinknoise/OSBA_ISM4_SBA2.wav.2.csv diff --git a/scripts/testv/pinknoise/ISM4SBA2.wav.3.csv b/scripts/testv/pinknoise/OSBA_ISM4_SBA2.wav.3.csv similarity index 100% rename from scripts/testv/pinknoise/ISM4SBA2.wav.3.csv rename to scripts/testv/pinknoise/OSBA_ISM4_SBA2.wav.3.csv diff --git a/scripts/testv/pinknoise/ISM4SBA3.wav b/scripts/testv/pinknoise/OSBA_ISM4_SBA3.wav similarity index 100% rename from scripts/testv/pinknoise/ISM4SBA3.wav rename to scripts/testv/pinknoise/OSBA_ISM4_SBA3.wav diff --git a/scripts/testv/pinknoise/ISM4SBA3.wav.0.csv b/scripts/testv/pinknoise/OSBA_ISM4_SBA3.wav.0.csv similarity index 100% rename from scripts/testv/pinknoise/ISM4SBA3.wav.0.csv rename to scripts/testv/pinknoise/OSBA_ISM4_SBA3.wav.0.csv diff --git a/scripts/testv/pinknoise/ISM4SBA3.wav.1.csv b/scripts/testv/pinknoise/OSBA_ISM4_SBA3.wav.1.csv similarity index 100% rename from scripts/testv/pinknoise/ISM4SBA3.wav.1.csv rename to scripts/testv/pinknoise/OSBA_ISM4_SBA3.wav.1.csv diff --git a/scripts/testv/pinknoise/ISM4SBA3.wav.2.csv b/scripts/testv/pinknoise/OSBA_ISM4_SBA3.wav.2.csv similarity index 100% rename from scripts/testv/pinknoise/ISM4SBA3.wav.2.csv rename to scripts/testv/pinknoise/OSBA_ISM4_SBA3.wav.2.csv diff --git a/scripts/testv/pinknoise/ISM4SBA3.wav.3.csv b/scripts/testv/pinknoise/OSBA_ISM4_SBA3.wav.3.csv similarity index 100% rename from scripts/testv/pinknoise/ISM4SBA3.wav.3.csv rename to scripts/testv/pinknoise/OSBA_ISM4_SBA3.wav.3.csv -- GitLab From 7616daecaeff0f99d9c6113e5f7b70f5e9fd01f5 Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Mon, 19 Jan 2026 15:34:40 +0100 Subject: [PATCH 16/28] collect output filename and add a scaling command for convenience --- scripts/get_loudness_data.py | 23 ++++++++++++++++++++++- 1 file changed, 22 insertions(+), 1 deletion(-) diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py index 4c30ab6996..1e20cc684b 100755 --- a/scripts/get_loudness_data.py +++ b/scripts/get_loudness_data.py @@ -6,6 +6,7 @@ import os import re import sys import json +import platform from pathlib import Path from concurrent.futures import ProcessPoolExecutor, as_completed @@ -93,18 +94,38 @@ def process_output_file(outfile, infile, format, input_loudness, input_loudness_ output_audio ) + # add a scaling command with IVAS_rend for convenience + rend = "./IVAS_rend" + if platform.system() == "Windows": + rend = ".\\IVAS_rend.exe" + scale_cmd = [ + rend, + "-i", + str(outfile), + "-if", + format, + "-of", + format, + "-g", + str(scale_factor), + "-o", + str(outfile.with_suffix(f"scaled_{scale_factor:3.2f}_{outfile.suffix}")), + ] + return { "infile": infile.name, "format": format, "input_loudness": input_loudness, "input_loudness_format": input_loudness_format, - "outformat": outformat, "bitrate": bitrate, "bandwidth": bandwidth, "dtx": dtx, + "outformat": outformat, + "outfile": outfile.name, "output_loudness": output_loudness, "output_loudness_format": output_loudness_format, "scale_factor": scale_factor, + "scale_cmd": scale_cmd, } except (AssertionError, ValueError) as e: print(f"\n⚠️ Skipping {outfile.stem}: {e}", file=sys.stderr) -- GitLab From cbc4e52c37351ede29e1753a0e0431613dfee7be Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Mon, 19 Jan 2026 16:50:34 +0100 Subject: [PATCH 17/28] [fix] incorrect mapping for MC formats resulting in them being skipped --- scripts/get_loudness_data.py | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py index 1e20cc684b..4e6313a39b 100755 --- a/scripts/get_loudness_data.py +++ b/scripts/get_loudness_data.py @@ -27,7 +27,6 @@ CFG_TO_PROC_FMT = { "FOA": "FOA", "HOA2": "HOA2", "HOA3": "HOA3", - "SBA": "HOA3", "MASA1TC": "MASA1DIR1", "MASA2TC": "MASA2DIR2", "5_1": "5_1", @@ -137,9 +136,12 @@ def main(args): config = json.load(f) config = config["inpaths"] - FORMAT_2_FILE = {CFG_TO_PROC_FMT[k]: Path(v) for k, v in config.items()} + FORMAT_2_FILE = { + CFG_TO_PROC_FMT[k]: Path(v) for k, v in config.items() if k != "SBA" + } # mono and stereo are only accepted as lowercase for runIvasCodec.py modes + # multichannel modes must be prefixed with "MC_" # further, MASA1_TC and MASA_2TC are accepted, but the config.json contains them without the underscore # so patch everything for compatibility replacements = { @@ -147,6 +149,11 @@ def main(args): "stereo": "STEREO", "MASA_1TC": "MASA1TC", "MASA_2TC": "MASA2TC", + "MC_5_1": "5_1", + "MC_5_1_2": "5_1_2", + "MC_5_1_4": "5_1_4", + "MC_7_1": "7_1", + "MC_7_1_4": "7_1_4", } args.formats = [replacements.get(f, f).upper() for f in args.formats] -- GitLab From b0581ef2801254fd4330f30bd577e28e69e6ce53 Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Tue, 20 Jan 2026 11:12:03 +0100 Subject: [PATCH 18/28] debug globbing issue with new scaling cmd --- scripts/get_loudness_data.py | 35 +++++++++++++++++++++-------------- 1 file changed, 21 insertions(+), 14 deletions(-) diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py index 4e6313a39b..af7a8cd905 100755 --- a/scripts/get_loudness_data.py +++ b/scripts/get_loudness_data.py @@ -97,19 +97,23 @@ def process_output_file(outfile, infile, format, input_loudness, input_loudness_ rend = "./IVAS_rend" if platform.system() == "Windows": rend = ".\\IVAS_rend.exe" - scale_cmd = [ - rend, - "-i", - str(outfile), - "-if", - format, - "-of", - format, - "-g", - str(scale_factor), - "-o", - str(outfile.with_suffix(f"scaled_{scale_factor:3.2f}_{outfile.suffix}")), - ] + scale_cmd = " ".join( + [ + rend, + "-i", + str(outfile), + "-if", + format, + "-of", + format, + "-g", + str(scale_factor), + "-o", + str( + outfile.with_stem(f"{outfile.stem}_scaled_{scale_factor:3.2f}") + ), + ] + ) return { "infile": infile.name, @@ -141,7 +145,7 @@ def main(args): } # mono and stereo are only accepted as lowercase for runIvasCodec.py modes - # multichannel modes must be prefixed with "MC_" + # multichannel modes are prefixed with "MC_" for filtering, but without the prefix elsewhere # further, MASA1_TC and MASA_2TC are accepted, but the config.json contains them without the underscore # so patch everything for compatibility replacements = { @@ -199,6 +203,9 @@ def main(args): if f.stem.startswith(infile.stem) ] + print(f"Directory {output_folder}") + print(f"Found output files {' '.join([str(f) for f in output_files])}") + for outfile in output_files: tasks.append( (outfile, infile, format, input_loudness, input_loudness_format) -- GitLab From d076164bd7b82178e5dfc08f9e4063dc432f994b Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Tue, 20 Jan 2026 13:33:21 +0100 Subject: [PATCH 19/28] update plotting code --- scripts/parse_loudness_data.py | 142 ++++++++++++++++++++++++++++++--- 1 file changed, 131 insertions(+), 11 deletions(-) diff --git a/scripts/parse_loudness_data.py b/scripts/parse_loudness_data.py index bd14449f79..2844c4a079 100755 --- a/scripts/parse_loudness_data.py +++ b/scripts/parse_loudness_data.py @@ -69,20 +69,139 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): ax = axes[idx] bw_data = filtered_df[filtered_df["bandwidth"] == bw] + if input_loudness is not None: + # highlight ±1 LKFS green + ax.axhspan( + input_loudness - 1, + input_loudness + 1, + color="xkcd:palegreen", + alpha=0.2, + zorder=0, + ) + + # highlight ±1 to ±3 LKFS yellow + ax.axhspan( + input_loudness + 1, + input_loudness + 3, + color="xkcd:yellow", + alpha=0.2, + zorder=0, + ) + ax.axhspan( + input_loudness - 3, + input_loudness - 1, + color="xkcd:yellow", + alpha=0.2, + zorder=0, + ) + + # highlight ±3 to ±6 LKFS orange + ax.axhspan( + input_loudness + 3, + input_loudness + 6, + color="xkcd:orange", + alpha=0.2, + zorder=0, + ) + ax.axhspan( + input_loudness - 6, + input_loudness - 3, + color="xkcd:orange", + alpha=0.2, + zorder=0, + ) + + # red beyond ±6 LKFS + ax.axhspan( + input_loudness + 6, y_max, color="xkcd:crimson", alpha=0.2, zorder=0 + ) + ax.axhspan( + y_min, input_loudness - 6, color="xkcd:crimson", alpha=0.2, zorder=0 + ) + + legend_added = {True: False, False: False} + # plot for each dtx value for dtx_val in [True, False]: subset = bw_data[bw_data["dtx"] == dtx_val] if not subset.empty: - # equal spacing for bitrates on x axis - x_positions = [bitrate_to_idx[br] for br in subset["bitrate"]] - y_values = subset["output_loudness"] + for _, row in subset.iterrows(): + br = row["bitrate"] + y_val = row["output_loudness"] + x_pos = bitrate_to_idx[br] + + # Clamp out of range values top top/bottom with ^ and v markers and a value textbox + if y_val > y_max: + ax.scatter( + x_pos, + y_max - 0.3, + marker="^", + s=150, + color="red", + edgecolors="darkred", + linewidths=1.5, + alpha=0.9, + zorder=5, + ) + ax.text( + x_pos, + y_max - 0.8, + f"{y_val:.1f}", + ha="center", + va="top", + fontsize=7, + fontweight="bold", + bbox=dict( + boxstyle="round,pad=0.3", + facecolor="white", + edgecolor="red", + alpha=0.9, + ), + ) + elif y_val < y_min: + ax.scatter( + x_pos, + y_min + 0.3, + marker="v", + s=150, + color="red", + edgecolors="darkred", + linewidths=1.5, + alpha=0.9, + zorder=5, + ) + ax.text( + x_pos, + y_min + 0.8, + f"{y_val:.1f}", + ha="center", + va="bottom", + fontsize=7, + fontweight="bold", + bbox=dict( + boxstyle="round,pad=0.3", + facecolor="white", + edgecolor="red", + alpha=0.9, + ), + ) + else: + marker = "x" if dtx_val else "o" + label = None + if show_legend and not legend_added[dtx_val]: + label = f"dtx={dtx_val}" + legend_added[dtx_val] = True - marker = "x" if dtx_val else "o" - label = f"dtx={dtx_val}" if show_legend else None - ax.scatter( - x_positions, y_values, label=label, marker=marker, s=80, alpha=0.7 - ) + ax.scatter( + x_pos, + y_val, + label=label, + marker=marker, + s=80, + alpha=0.7, + zorder=3, + ) # plot input loudness as horizontal reference line if input_loudness is not None: @@ -94,6 +213,7 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): linewidth=2, alpha=0.7, label=label_input, + zorder=2, ) ax.set_xticks(range(len(bitrates))) @@ -110,8 +230,8 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): ax.set_xlabel("Bitrate (kbps)", fontsize=11) ax.set_ylabel("Output Loudness (LKFS)", fontsize=11) ax.set_title(f"{bw.upper()}", fontsize=12) - ax.grid(True, which="minor", alpha=0.3) - ax.grid(True, which="major", alpha=0.5) + ax.grid(True, which="minor", alpha=0.3, zorder=1) + ax.grid(True, which="major", alpha=0.5, zorder=1) # only show legend if there are multiple DTX values if show_legend: @@ -121,7 +241,7 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): fig.suptitle(title, fontsize=14) plt.tight_layout(rect=[0, 0, 1, 0.96]) - plt.savefig(out_file) + plt.savefig(out_file, dpi=150) plt.close() -- GitLab From 45dcd6ff42bcf0c73a8b5b4462cda589ca31011e Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Tue, 20 Jan 2026 14:22:39 +0100 Subject: [PATCH 20/28] python formatting, ensure to include outlier data in plots if present and also plot bitrate switching cases --- scripts/get_loudness_data.py | 26 ++++++++++---------- scripts/parse_loudness_data.py | 43 ++++++++++++++++++++-------------- 2 files changed, 39 insertions(+), 30 deletions(-) diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py index af7a8cd905..84b5045eff 100755 --- a/scripts/get_loudness_data.py +++ b/scripts/get_loudness_data.py @@ -1,21 +1,25 @@ #!/usr/bin/env python3 import argparse -import pandas as pd +import json import logging import os +import platform import re import sys -import json -import platform -from pathlib import Path +import warnings from concurrent.futures import ProcessPoolExecutor, as_completed +from pathlib import Path + +import pandas as pd sys.path.append("./ivas-processing-scripts") -from ivas_processing_scripts.audiotools.wrappers.bs1770 import get_loudness + from ivas_processing_scripts.audiotools.audio import fromfile +from ivas_processing_scripts.audiotools.wrappers.bs1770 import get_loudness from ivas_processing_scripts.utils import progressbar_update logging.basicConfig(level=logging.WARNING) +warnings.filterwarnings("ignore", category=UserWarning) if os.environ.get("CI") or not sys.stdout.isatty(): sys.stdout.reconfigure(line_buffering=True) @@ -73,7 +77,10 @@ def get_metadata_from_outfile_name(outfile, infile_stem): match = re.search(PATTERN_BITRATE, mode_string) assert match is not None bitrate_str, dtx, bandwidth = match.groups() - bitrate = float(bitrate_str.replace("_", ".")) + if bitrate_str == "all": + bitrate = 132_512 # special value, will be replaced in plots + else: + bitrate = float(bitrate_str.replace("_", ".")) return outformat, bitrate, dtx is not None, bandwidth @@ -109,9 +116,7 @@ def process_output_file(outfile, infile, format, input_loudness, input_loudness_ "-g", str(scale_factor), "-o", - str( - outfile.with_stem(f"{outfile.stem}_scaled_{scale_factor:3.2f}") - ), + str(outfile.with_stem(f"{outfile.stem}_scaled_{scale_factor:3.2f}")), ] ) @@ -203,9 +208,6 @@ def main(args): if f.stem.startswith(infile.stem) ] - print(f"Directory {output_folder}") - print(f"Found output files {' '.join([str(f) for f in output_files])}") - for outfile in output_files: tasks.append( (outfile, infile, format, input_loudness, input_loudness_format) diff --git a/scripts/parse_loudness_data.py b/scripts/parse_loudness_data.py index 2844c4a079..2b2a0b0314 100755 --- a/scripts/parse_loudness_data.py +++ b/scripts/parse_loudness_data.py @@ -1,12 +1,12 @@ #!/usr/bin/env python3 -import matplotlib.pyplot as plt -import pandas as pd -import numpy as np import os import sys from pathlib import Path -sys.path.append("./ivas-processing-scripts") +import matplotlib.pyplot as plt +import numpy as np +import pandas as pd + from ivas_processing_scripts.utils import progressbar_update if os.environ.get("CI") or not sys.stdout.isatty(): @@ -27,6 +27,7 @@ VALID_BITRATES_IVAS = [ 256, 384, 512, + 132_512, # ratesw "ball" ] LOUDNESS_DATA_FILENAME = "loudness.csv" @@ -57,6 +58,7 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): # bandwidth values bandwidths = filtered_df["bandwidth"].unique() + bandwidths = sorted(bandwidths, reverse=True) # check for DTX dtx_values = filtered_df["dtx"].unique() @@ -74,8 +76,8 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): ax.axhspan( input_loudness - 1, input_loudness + 1, - color="xkcd:palegreen", - alpha=0.2, + color="xkcd:green", + alpha=0.1, zorder=0, ) @@ -84,14 +86,14 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): input_loudness + 1, input_loudness + 3, color="xkcd:yellow", - alpha=0.2, + alpha=0.1, zorder=0, ) ax.axhspan( input_loudness - 3, input_loudness - 1, color="xkcd:yellow", - alpha=0.2, + alpha=0.1, zorder=0, ) @@ -100,23 +102,23 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): input_loudness + 3, input_loudness + 6, color="xkcd:orange", - alpha=0.2, + alpha=0.1, zorder=0, ) ax.axhspan( input_loudness - 6, input_loudness - 3, color="xkcd:orange", - alpha=0.2, + alpha=0.1, zorder=0, ) # red beyond ±6 LKFS ax.axhspan( - input_loudness + 6, y_max, color="xkcd:crimson", alpha=0.2, zorder=0 + input_loudness + 6, y_max, color="xkcd:crimson", alpha=0.1, zorder=0 ) ax.axhspan( - y_min, input_loudness - 6, color="xkcd:crimson", alpha=0.2, zorder=0 + y_min, input_loudness - 6, color="xkcd:crimson", alpha=0.1, zorder=0 ) legend_added = {True: False, False: False} @@ -135,7 +137,7 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): if y_val > y_max: ax.scatter( x_pos, - y_max - 0.3, + y_max - 0.75, marker="^", s=150, color="red", @@ -146,7 +148,7 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): ) ax.text( x_pos, - y_max - 0.8, + y_max - 1.5, f"{y_val:.1f}", ha="center", va="top", @@ -162,7 +164,7 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): elif y_val < y_min: ax.scatter( x_pos, - y_min + 0.3, + y_min + 0.75, marker="v", s=150, color="red", @@ -173,7 +175,7 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): ) ax.text( x_pos, - y_min + 0.8, + y_min + 1.5, f"{y_val:.1f}", ha="center", va="bottom", @@ -188,6 +190,7 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): ) else: marker = "x" if dtx_val else "o" + color = "tab:orange" if dtx_val else "tab:blue" label = None if show_legend and not legend_added[dtx_val]: label = f"dtx={dtx_val}" @@ -198,6 +201,7 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): y_val, label=label, marker=marker, + color=color, s=80, alpha=0.7, zorder=3, @@ -208,7 +212,7 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): label_input = "Input Loudness" if show_legend else None ax.axhline( y=input_loudness, - color="red", + color="xkcd:grey", linestyle="--", linewidth=2, alpha=0.7, @@ -218,7 +222,10 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): ax.set_xticks(range(len(bitrates))) ax.set_xticklabels( - [int(br) if br == int(br) else round(br, 2) for br in bitrates], + [ + "ratesw all" if br == 132512 else int(br) if br == int(br) else round(br, 2) + for br in bitrates + ], rotation=45, ha="right", ) -- GitLab From a1cca465112af81e9d7589a359d5ee9418670de5 Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Tue, 20 Jan 2026 14:51:54 +0100 Subject: [PATCH 21/28] fix missing path to ivas-processing-scripts --- scripts/parse_loudness_data.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/scripts/parse_loudness_data.py b/scripts/parse_loudness_data.py index 2b2a0b0314..a803477ff9 100755 --- a/scripts/parse_loudness_data.py +++ b/scripts/parse_loudness_data.py @@ -7,6 +7,7 @@ import matplotlib.pyplot as plt import numpy as np import pandas as pd +sys.path.append("./ivas-processing-scripts") from ivas_processing_scripts.utils import progressbar_update if os.environ.get("CI") or not sys.stdout.isatty(): @@ -223,7 +224,11 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): ax.set_xticks(range(len(bitrates))) ax.set_xticklabels( [ - "ratesw all" if br == 132512 else int(br) if br == int(br) else round(br, 2) + ( + "ratesw all" + if br == 132512 + else int(br) if br == int(br) else round(br, 2) + ) for br in bitrates ], rotation=45, -- GitLab From 226f1f8df7cae8da361c9e7b835ab64dcdb4ff37 Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Tue, 20 Jan 2026 15:40:34 +0100 Subject: [PATCH 22/28] plot appearance tweaks --- scripts/parse_loudness_data.py | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/scripts/parse_loudness_data.py b/scripts/parse_loudness_data.py index a803477ff9..a0c1eceec2 100755 --- a/scripts/parse_loudness_data.py +++ b/scripts/parse_loudness_data.py @@ -143,13 +143,13 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): s=150, color="red", edgecolors="darkred", - linewidths=1.5, + linewidths=2, alpha=0.9, zorder=5, ) ax.text( x_pos, - y_max - 1.5, + y_max - 1.75, f"{y_val:.1f}", ha="center", va="top", @@ -158,7 +158,7 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): bbox=dict( boxstyle="round,pad=0.3", facecolor="white", - edgecolor="red", + edgecolor="darkred", alpha=0.9, ), ) @@ -170,13 +170,13 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): s=150, color="red", edgecolors="darkred", - linewidths=1.5, + linewidths=2, alpha=0.9, zorder=5, ) ax.text( x_pos, - y_min + 1.5, + y_min + 1.75, f"{y_val:.1f}", ha="center", va="bottom", @@ -185,7 +185,7 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): bbox=dict( boxstyle="round,pad=0.3", facecolor="white", - edgecolor="red", + edgecolor="darkred", alpha=0.9, ), ) @@ -204,8 +204,8 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): marker=marker, color=color, s=80, - alpha=0.7, - zorder=3, + alpha=0.75, + zorder=4 if dtx_val else 3, ) # plot input loudness as horizontal reference line @@ -216,7 +216,6 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): color="xkcd:grey", linestyle="--", linewidth=2, - alpha=0.7, label=label_input, zorder=2, ) @@ -240,7 +239,8 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): ax.set_yticks(np.arange(y_min, y_max + 1, 1), minor=True) ax.set_xlabel("Bitrate (kbps)", fontsize=11) - ax.set_ylabel("Output Loudness (LKFS)", fontsize=11) + if idx == 0: + ax.set_ylabel("Output Loudness (LKFS)", fontsize=11) ax.set_title(f"{bw.upper()}", fontsize=12) ax.grid(True, which="minor", alpha=0.3, zorder=1) ax.grid(True, which="major", alpha=0.5, zorder=1) -- GitLab From 6641fc0e2def71b01a624bedfa8349a99a56a2d6 Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Tue, 20 Jan 2026 16:00:59 +0100 Subject: [PATCH 23/28] [fix] update JSON with new filenames for combined formats --- scripts/config/ci_loudness_linux.json | 40 +++++++++++++-------------- 1 file changed, 20 insertions(+), 20 deletions(-) diff --git a/scripts/config/ci_loudness_linux.json b/scripts/config/ci_loudness_linux.json index 8fa0b9ea43..75a96d6d02 100644 --- a/scripts/config/ci_loudness_linux.json +++ b/scripts/config/ci_loudness_linux.json @@ -19,25 +19,25 @@ "ISM2": "/usr/local/testv/pinknoise/ISM2.wav", "ISM3": "/usr/local/testv/pinknoise/ISM3.wav", "ISM4": "/usr/local/testv/pinknoise/ISM4.wav", - "OMASA_ISM1_1TC": "/usr/local/testv/pinknoise/ISM1MASA1DIR1.wav", - "OMASA_ISM1_2TC": "/usr/local/testv/pinknoise/ISM1MASA2DIR2.wav", - "OMASA_ISM2_1TC": "/usr/local/testv/pinknoise/ISM2MASA1DIR1.wav", - "OMASA_ISM2_2TC": "/usr/local/testv/pinknoise/ISM2MASA2DIR2.wav", - "OMASA_ISM3_1TC": "/usr/local/testv/pinknoise/ISM3MASA1DIR1.wav", - "OMASA_ISM3_2TC": "/usr/local/testv/pinknoise/ISM3MASA2DIR2.wav", - "OMASA_ISM4_1TC": "/usr/local/testv/pinknoise/ISM4MASA1DIR1.wav", - "OMASA_ISM4_2TC": "/usr/local/testv/pinknoise/ISM4MASA2DIR2.wav", - "OSBA_ISM1_FOA": "/usr/local/testv/pinknoise/ISM1SBA1.wav", - "OSBA_ISM1_HOA2": "/usr/local/testv/pinknoise/ISM1SBA2.wav", - "OSBA_ISM1_HOA3": "/usr/local/testv/pinknoise/ISM1SBA3.wav", - "OSBA_ISM2_FOA": "/usr/local/testv/pinknoise/ISM2SBA1.wav", - "OSBA_ISM2_HOA2": "/usr/local/testv/pinknoise/ISM2SBA2.wav", - "OSBA_ISM2_HOA3": "/usr/local/testv/pinknoise/ISM2SBA3.wav", - "OSBA_ISM3_FOA": "/usr/local/testv/pinknoise/ISM3SBA1.wav", - "OSBA_ISM3_HOA2": "/usr/local/testv/pinknoise/ISM3SBA2.wav", - "OSBA_ISM3_HOA3": "/usr/local/testv/pinknoise/ISM3SBA3.wav", - "OSBA_ISM4_FOA": "/usr/local/testv/pinknoise/ISM4SBA1.wav", - "OSBA_ISM4_HOA2": "/usr/local/testv/pinknoise/ISM4SBA2.wav", - "OSBA_ISM4_HOA3": "/usr/local/testv/pinknoise/ISM4SBA3.wav" + "OMASA_ISM1_1TC": "/usr/local/testv/pinknoise/OMASA_ISM1_MASA1DIR1.wav", + "OMASA_ISM1_2TC": "/usr/local/testv/pinknoise/OMASA_ISM1_MASA2DIR2.wav", + "OMASA_ISM2_1TC": "/usr/local/testv/pinknoise/OMASA_ISM2_MASA1DIR1.wav", + "OMASA_ISM2_2TC": "/usr/local/testv/pinknoise/OMASA_ISM2_MASA2DIR2.wav", + "OMASA_ISM3_1TC": "/usr/local/testv/pinknoise/OMASA_ISM3_MASA1DIR1.wav", + "OMASA_ISM3_2TC": "/usr/local/testv/pinknoise/OMASA_ISM3_MASA2DIR2.wav", + "OMASA_ISM4_1TC": "/usr/local/testv/pinknoise/OMASA_ISM4_MASA1DIR1.wav", + "OMASA_ISM4_2TC": "/usr/local/testv/pinknoise/OMASA_ISM4_MASA2DIR2.wav", + "OSBA_ISM1_FOA": "/usr/local/testv/pinknoise/OSBA_ISM1_SBA1.wav", + "OSBA_ISM1_HOA2": "/usr/local/testv/pinknoise/OSBA_ISM1_SBA2.wav", + "OSBA_ISM1_HOA3": "/usr/local/testv/pinknoise/OSBA_ISM1_SBA3.wav", + "OSBA_ISM2_FOA": "/usr/local/testv/pinknoise/OSBA_ISM2_SBA1.wav", + "OSBA_ISM2_HOA2": "/usr/local/testv/pinknoise/OSBA_ISM2_SBA2.wav", + "OSBA_ISM2_HOA3": "/usr/local/testv/pinknoise/OSBA_ISM2_SBA3.wav", + "OSBA_ISM3_FOA": "/usr/local/testv/pinknoise/OSBA_ISM3_SBA1.wav", + "OSBA_ISM3_HOA2": "/usr/local/testv/pinknoise/OSBA_ISM3_SBA2.wav", + "OSBA_ISM3_HOA3": "/usr/local/testv/pinknoise/OSBA_ISM3_SBA3.wav", + "OSBA_ISM4_FOA": "/usr/local/testv/pinknoise/OSBA_ISM4_SBA1.wav", + "OSBA_ISM4_HOA2": "/usr/local/testv/pinknoise/OSBA_ISM4_SBA2.wav", + "OSBA_ISM4_HOA3": "/usr/local/testv/pinknoise/OSBA_ISM4_SBA3.wav" } } -- GitLab From 987704548ba5290d8fc8d2b841f7bc468f911e0b Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Tue, 20 Jan 2026 16:26:41 +0100 Subject: [PATCH 24/28] [fix] don't skip EXT format --- scripts/config/ci_loudness_linux.json | 10 ++++----- scripts/get_loudness_data.py | 14 ++++++++++--- scripts/parse_loudness_data.py | 21 +++++++++++++++---- .../testv/pinknoise/{5_1.wav => MC_5_1.wav} | 0 .../pinknoise/{5_1_2.wav => MC_5_1_2.wav} | 0 .../pinknoise/{5_1_4.wav => MC_5_1_4.wav} | 0 .../testv/pinknoise/{7_1.wav => MC_7_1.wav} | 0 .../pinknoise/{7_1_4.wav => MC_7_1_4.wav} | 0 8 files changed, 33 insertions(+), 12 deletions(-) rename scripts/testv/pinknoise/{5_1.wav => MC_5_1.wav} (100%) rename scripts/testv/pinknoise/{5_1_2.wav => MC_5_1_2.wav} (100%) rename scripts/testv/pinknoise/{5_1_4.wav => MC_5_1_4.wav} (100%) rename scripts/testv/pinknoise/{7_1.wav => MC_7_1.wav} (100%) rename scripts/testv/pinknoise/{7_1_4.wav => MC_7_1_4.wav} (100%) diff --git a/scripts/config/ci_loudness_linux.json b/scripts/config/ci_loudness_linux.json index 75a96d6d02..13303943b9 100644 --- a/scripts/config/ci_loudness_linux.json +++ b/scripts/config/ci_loudness_linux.json @@ -10,11 +10,11 @@ "SBA": "/usr/local/testv/pinknoise/HOA3.wav", "MASA1TC": "/usr/local/testv/pinknoise/MASA1DIR1.wav", "MASA2TC": "/usr/local/testv/pinknoise/MASA2DIR2.wav", - "5_1": "/usr/local/testv/pinknoise/5_1.wav", - "5_1_2": "/usr/local/testv/pinknoise/5_1_2.wav", - "5_1_4": "/usr/local/testv/pinknoise/5_1_4.wav", - "7_1": "/usr/local/testv/pinknoise/7_1.wav", - "7_1_4": "/usr/local/testv/pinknoise/7_1_4.wav", + "5_1": "/usr/local/testv/pinknoise/MC_5_1.wav", + "5_1_2": "/usr/local/testv/pinknoise/MC_5_1_2.wav", + "5_1_4": "/usr/local/testv/pinknoise/MC_5_1_4.wav", + "7_1": "/usr/local/testv/pinknoise/MC_7_1.wav", + "7_1_4": "/usr/local/testv/pinknoise/MC_7_1_4.wav", "ISM1": "/usr/local/testv/pinknoise/ISM1.wav", "ISM2": "/usr/local/testv/pinknoise/ISM2.wav", "ISM3": "/usr/local/testv/pinknoise/ISM3.wav", diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py index 84b5045eff..965c1c6c00 100755 --- a/scripts/get_loudness_data.py +++ b/scripts/get_loudness_data.py @@ -78,7 +78,7 @@ def get_metadata_from_outfile_name(outfile, infile_stem): assert match is not None bitrate_str, dtx, bandwidth = match.groups() if bitrate_str == "all": - bitrate = 132_512 # special value, will be replaced in plots + bitrate = 132_512 # special value, will be replaced in plots else: bitrate = float(bitrate_str.replace("_", ".")) @@ -93,9 +93,17 @@ def process_output_file(outfile, infile, format, input_loudness, input_loudness_ ) if outformat == "EXT": - return None + outformat = format - output_audio = fromfile(outformat.upper(), outfile) + metadata = [] + + # runIvasCodec metadata outputs are .wav.met and .wav.0.csv + if "MASA" in outformat: + metadata.append(outfile.with_suffix(".wav.met")) + if "ISM" in outformat: + metadata.append(list(outfile.parent.glob(f"{outfile.name}*.csv"))) + + output_audio = fromfile(outformat.upper(), outfile, in_meta=metadata) output_loudness, scale_factor, output_loudness_format = get_loudness( output_audio ) diff --git a/scripts/parse_loudness_data.py b/scripts/parse_loudness_data.py index a0c1eceec2..9bd7d95413 100755 --- a/scripts/parse_loudness_data.py +++ b/scripts/parse_loudness_data.py @@ -257,17 +257,30 @@ def plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir): plt.close() -out_dir = Path(__file__).parent.parent.joinpath("plots") -out_dir.mkdir(parents=True, exist_ok=True) - df = pd.read_csv(LOUDNESS_DATA_FILENAME) df = df[df["bitrate"].isin(VALID_BITRATES_IVAS)] +# create directory tree for easier navigation +plots_dir = Path(__file__).parent.parent.joinpath("plots") +plots_dir.mkdir(parents=True, exist_ok=True) +passthru = plots_dir.joinpath("passthrough") + for in_fmt in df["format"].unique(): - print(f"Processing {in_fmt}: ") + out_fmts = df[df["format"] == in_fmt]["outformat"].unique() + + print(f"Processing {in_fmt}: ") progressbar_update(0, len(out_fmts), width=50) + for idx, out_fmt in enumerate(out_fmts): + # create dir for out format + out_dir = ( + passthru + if in_fmt.casefold() == out_fmt.casefold() + else plots_dir.joinpath(out_fmt.upper()) + ) + out_dir.mkdir(exist_ok=True) + plot_loudness_by_bandwidth(df, in_fmt, out_fmt, out_dir) progressbar_update(idx + 1, len(out_fmts), width=50) print() diff --git a/scripts/testv/pinknoise/5_1.wav b/scripts/testv/pinknoise/MC_5_1.wav similarity index 100% rename from scripts/testv/pinknoise/5_1.wav rename to scripts/testv/pinknoise/MC_5_1.wav diff --git a/scripts/testv/pinknoise/5_1_2.wav b/scripts/testv/pinknoise/MC_5_1_2.wav similarity index 100% rename from scripts/testv/pinknoise/5_1_2.wav rename to scripts/testv/pinknoise/MC_5_1_2.wav diff --git a/scripts/testv/pinknoise/5_1_4.wav b/scripts/testv/pinknoise/MC_5_1_4.wav similarity index 100% rename from scripts/testv/pinknoise/5_1_4.wav rename to scripts/testv/pinknoise/MC_5_1_4.wav diff --git a/scripts/testv/pinknoise/7_1.wav b/scripts/testv/pinknoise/MC_7_1.wav similarity index 100% rename from scripts/testv/pinknoise/7_1.wav rename to scripts/testv/pinknoise/MC_7_1.wav diff --git a/scripts/testv/pinknoise/7_1_4.wav b/scripts/testv/pinknoise/MC_7_1_4.wav similarity index 100% rename from scripts/testv/pinknoise/7_1_4.wav rename to scripts/testv/pinknoise/MC_7_1_4.wav -- GitLab From 101cbf22480438cf5a936c816a5290f3372b66db Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Wed, 21 Jan 2026 12:42:27 +0100 Subject: [PATCH 25/28] renormalize MASA, OMASA and OSBA vectors --- scripts/testv/pinknoise/MASA1DIR1.wav | 2 +- scripts/testv/pinknoise/MASA1DIR2.wav | 2 +- scripts/testv/pinknoise/MASA2DIR1.wav | 2 +- scripts/testv/pinknoise/MASA2DIR2.wav | 2 +- scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR1.wav | 2 +- scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR2.wav | 2 +- scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR1.wav | 2 +- scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR2.wav | 2 +- scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR1.wav | 2 +- scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR2.wav | 2 +- scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR1.wav | 2 +- scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR2.wav | 2 +- scripts/testv/pinknoise/OMASA_ISM3_MASA1DIR1.wav | 2 +- scripts/testv/pinknoise/OMASA_ISM3_MASA1DIR2.wav | 2 +- scripts/testv/pinknoise/OMASA_ISM3_MASA2DIR1.wav | 2 +- scripts/testv/pinknoise/OMASA_ISM3_MASA2DIR2.wav | 2 +- scripts/testv/pinknoise/OMASA_ISM4_MASA1DIR1.wav | 2 +- scripts/testv/pinknoise/OMASA_ISM4_MASA1DIR2.wav | 2 +- scripts/testv/pinknoise/OMASA_ISM4_MASA2DIR1.wav | 2 +- scripts/testv/pinknoise/OMASA_ISM4_MASA2DIR2.wav | 2 +- scripts/testv/pinknoise/OSBA_ISM1_SBA1.wav | 2 +- scripts/testv/pinknoise/OSBA_ISM1_SBA2.wav | 2 +- scripts/testv/pinknoise/OSBA_ISM1_SBA3.wav | 2 +- scripts/testv/pinknoise/OSBA_ISM3_SBA1.wav | 2 +- scripts/testv/pinknoise/OSBA_ISM3_SBA2.wav | 2 +- scripts/testv/pinknoise/OSBA_ISM3_SBA3.wav | 2 +- scripts/testv/pinknoise/OSBA_ISM4_SBA1.wav | 2 +- scripts/testv/pinknoise/OSBA_ISM4_SBA2.wav | 2 +- scripts/testv/pinknoise/OSBA_ISM4_SBA3.wav | 2 +- 29 files changed, 29 insertions(+), 29 deletions(-) diff --git a/scripts/testv/pinknoise/MASA1DIR1.wav b/scripts/testv/pinknoise/MASA1DIR1.wav index 7c6a412072..066d8e71f1 100644 --- a/scripts/testv/pinknoise/MASA1DIR1.wav +++ b/scripts/testv/pinknoise/MASA1DIR1.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:1cbf66cb4083d2890490edf7b28382279ff62704bfa0ca5c7c42b3c2d59df46f +oid sha256:ac7cea870c08a4fc9e07a01f94aa0229ed1686d35e8382c408c50daecee9705a size 1440044 diff --git a/scripts/testv/pinknoise/MASA1DIR2.wav b/scripts/testv/pinknoise/MASA1DIR2.wav index 7c6a412072..555ecb0c9c 100644 --- a/scripts/testv/pinknoise/MASA1DIR2.wav +++ b/scripts/testv/pinknoise/MASA1DIR2.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:1cbf66cb4083d2890490edf7b28382279ff62704bfa0ca5c7c42b3c2d59df46f +oid sha256:614582fb1153607a7ad4834aa1157d9e77d7417d74cd97e398da04fed00c213f size 1440044 diff --git a/scripts/testv/pinknoise/MASA2DIR1.wav b/scripts/testv/pinknoise/MASA2DIR1.wav index 990abcc4c0..51cc8a9c5b 100644 --- a/scripts/testv/pinknoise/MASA2DIR1.wav +++ b/scripts/testv/pinknoise/MASA2DIR1.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:9b5ed15d58928190244938286d0d706d1a41f9b774d1bb6022b45c12d53897e3 +oid sha256:3a106437cb8d6f71dd7babfd095867da3c4eb10524ab457cc053c7b8fa915cea size 2880044 diff --git a/scripts/testv/pinknoise/MASA2DIR2.wav b/scripts/testv/pinknoise/MASA2DIR2.wav index 990abcc4c0..3a9a7ae2c9 100644 --- a/scripts/testv/pinknoise/MASA2DIR2.wav +++ b/scripts/testv/pinknoise/MASA2DIR2.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:9b5ed15d58928190244938286d0d706d1a41f9b774d1bb6022b45c12d53897e3 +oid sha256:062095c630356e4f4291de1e763365ab11ace8d550ee74af6df15c5139be2db7 size 2880044 diff --git a/scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR1.wav b/scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR1.wav index e10e2367ef..c8d74a6b74 100644 --- a/scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR1.wav +++ b/scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR1.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:5c72dd38f43eb87f99218155a2dc29e82df239390d2eda598e5212041a2a6d36 +oid sha256:4de9c942537f5823d7d94236e6b4ee868ae90eb60d81c144d1f8392b098b32f2 size 2880044 diff --git a/scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR2.wav b/scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR2.wav index e10e2367ef..d9533da83a 100644 --- a/scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR2.wav +++ b/scripts/testv/pinknoise/OMASA_ISM1_MASA1DIR2.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:5c72dd38f43eb87f99218155a2dc29e82df239390d2eda598e5212041a2a6d36 +oid sha256:846308a12511e8952d64ba5782b10c794c71176a392d6fe5cdcd85e2565b582b size 2880044 diff --git a/scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR1.wav b/scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR1.wav index 4dad04a16a..3667e5bf15 100644 --- a/scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR1.wav +++ b/scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR1.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:975ebde717fb48d3c2ed4dee82c6a2fd0dc9d8ce644c1a91ff4df330b2471c16 +oid sha256:2608ecf505c1e5c8c81764585337ecb3d25212ed17cd0153d52cdd21fffb2eaa size 4320044 diff --git a/scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR2.wav b/scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR2.wav index 4dad04a16a..f4a448a028 100644 --- a/scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR2.wav +++ b/scripts/testv/pinknoise/OMASA_ISM1_MASA2DIR2.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:975ebde717fb48d3c2ed4dee82c6a2fd0dc9d8ce644c1a91ff4df330b2471c16 +oid sha256:348bbd23379704fde1a4514b8d90ad6329146a51e95fc7d0dc86ba9327676129 size 4320044 diff --git a/scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR1.wav b/scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR1.wav index c1771d3503..66752e295b 100644 --- a/scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR1.wav +++ b/scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR1.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:206b9c808110b7d2e6a9626733859234e424fa5ccc21e6f81a0471fdf57bb5ea +oid sha256:92340ae3e9733f980f395669b7e047f8f21a0a9f5f0456dbcfdac75d166ea9b4 size 4320044 diff --git a/scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR2.wav b/scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR2.wav index c1771d3503..de5946159d 100644 --- a/scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR2.wav +++ b/scripts/testv/pinknoise/OMASA_ISM2_MASA1DIR2.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:206b9c808110b7d2e6a9626733859234e424fa5ccc21e6f81a0471fdf57bb5ea +oid sha256:a158a5567c1857bf0ef7183946fbf1302c3ebed2db2f58ffeda3d2cf1c348d24 size 4320044 diff --git a/scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR1.wav b/scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR1.wav index 57cc4049cd..dbf5aa4858 100644 --- a/scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR1.wav +++ b/scripts/testv/pinknoise/OMASA_ISM2_MASA2DIR1.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid 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sha256:d8375768a307e51f1da036f204f8c399cd7541a2c6b21f1d1e9681c687bef8e9 +oid sha256:34b57d31a6f10d0df24127e478920135fd1949a860446608e0cc52117c0da799 size 7200044 diff --git a/scripts/testv/pinknoise/OMASA_ISM4_MASA1DIR2.wav b/scripts/testv/pinknoise/OMASA_ISM4_MASA1DIR2.wav index 76273a104b..1aa1bed8f6 100644 --- a/scripts/testv/pinknoise/OMASA_ISM4_MASA1DIR2.wav +++ b/scripts/testv/pinknoise/OMASA_ISM4_MASA1DIR2.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:d8375768a307e51f1da036f204f8c399cd7541a2c6b21f1d1e9681c687bef8e9 +oid sha256:05f871ad5f70396ea15a3acc59a925d5bf6321e3b692cc4ffc2396052e29a5ab size 7200044 diff --git a/scripts/testv/pinknoise/OMASA_ISM4_MASA2DIR1.wav b/scripts/testv/pinknoise/OMASA_ISM4_MASA2DIR1.wav index 3d36b3db6b..a9ae44e667 100644 --- a/scripts/testv/pinknoise/OMASA_ISM4_MASA2DIR1.wav +++ b/scripts/testv/pinknoise/OMASA_ISM4_MASA2DIR1.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:5a89c67a7c4970829c22db5dfe5905b84f2e9979820b8193b5a58bd4e5c1fbaf +oid sha256:999395f94946a0fd2db95f717aeef9612babd37049f5c719656989eb61f27aa8 size 8640044 diff --git a/scripts/testv/pinknoise/OMASA_ISM4_MASA2DIR2.wav b/scripts/testv/pinknoise/OMASA_ISM4_MASA2DIR2.wav index 3d36b3db6b..2dadb88e26 100644 --- a/scripts/testv/pinknoise/OMASA_ISM4_MASA2DIR2.wav +++ b/scripts/testv/pinknoise/OMASA_ISM4_MASA2DIR2.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:5a89c67a7c4970829c22db5dfe5905b84f2e9979820b8193b5a58bd4e5c1fbaf +oid sha256:a273eac2ebd08d4412d05128fafcacc7f20d14b2523f0b768ef36e1a8e6d54c9 size 8640044 diff --git a/scripts/testv/pinknoise/OSBA_ISM1_SBA1.wav b/scripts/testv/pinknoise/OSBA_ISM1_SBA1.wav index cc2008379d..f022c9a143 100644 --- a/scripts/testv/pinknoise/OSBA_ISM1_SBA1.wav +++ b/scripts/testv/pinknoise/OSBA_ISM1_SBA1.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:0cb5c3ec58056945eba5ede7f2571bc3cbcbc6c6889c0c9963d821fec89063b9 +oid sha256:1013e65869c1c26eeab1cd79cbb9ec86d26b778ec52239efbc5b57b99cd321d3 size 7200044 diff --git a/scripts/testv/pinknoise/OSBA_ISM1_SBA2.wav b/scripts/testv/pinknoise/OSBA_ISM1_SBA2.wav index 4bd8c8f67d..b2b891a93f 100644 --- a/scripts/testv/pinknoise/OSBA_ISM1_SBA2.wav +++ b/scripts/testv/pinknoise/OSBA_ISM1_SBA2.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:0e93bc66a4fdd46ccb0c70e512045fa75bc4f147d1375378c57fba59d27ef8af +oid sha256:9a8adfb6e9c179e40a4d61b56c3bb1c43afb53e64a670abff0828132d249a3d5 size 14400044 diff --git a/scripts/testv/pinknoise/OSBA_ISM1_SBA3.wav b/scripts/testv/pinknoise/OSBA_ISM1_SBA3.wav index 5211401a14..53b4d254b4 100644 --- a/scripts/testv/pinknoise/OSBA_ISM1_SBA3.wav +++ b/scripts/testv/pinknoise/OSBA_ISM1_SBA3.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:4739b618a28ad29f2554b6ed831da1b90fbf9bfec672e78c695765b06204c71c +oid sha256:2e0ab64d004c482f52c2ed6701b186cc23c73fc1a0e304df51a7e7b9bd096ff5 size 24480044 diff --git a/scripts/testv/pinknoise/OSBA_ISM3_SBA1.wav b/scripts/testv/pinknoise/OSBA_ISM3_SBA1.wav index 218fe41dd0..c2f29b56ba 100644 --- a/scripts/testv/pinknoise/OSBA_ISM3_SBA1.wav +++ b/scripts/testv/pinknoise/OSBA_ISM3_SBA1.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:902b8164bca086c9bdc24950ee34ec1f7e6a7c9d4502a473bda0170ca693182f +oid sha256:18cc1cf66bfe6300b87ac28cef6d2fca99b42f9c201ca101dad7211601bdf353 size 10080044 diff --git a/scripts/testv/pinknoise/OSBA_ISM3_SBA2.wav b/scripts/testv/pinknoise/OSBA_ISM3_SBA2.wav index 93e335b864..4b73160aa2 100644 --- a/scripts/testv/pinknoise/OSBA_ISM3_SBA2.wav +++ b/scripts/testv/pinknoise/OSBA_ISM3_SBA2.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:6f7fe3aaf73e9c2bf1892924a1d0db7d6e5998747609584065137c0552b9d2b4 +oid sha256:68cf67cb7a6bba3eabbf016965d8882cac33ec31c49c7ecbeb275287c78fe735 size 17280044 diff --git a/scripts/testv/pinknoise/OSBA_ISM3_SBA3.wav b/scripts/testv/pinknoise/OSBA_ISM3_SBA3.wav index 0a8077ee96..2846033746 100644 --- a/scripts/testv/pinknoise/OSBA_ISM3_SBA3.wav +++ b/scripts/testv/pinknoise/OSBA_ISM3_SBA3.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:c61e84877605d9f54dd400f1989c46030d13e0d28ded0d4f4b107c8d4c07d6aa +oid sha256:f4e6d3293e130928b8f8076f65ced681b8dd9480da660bcb6149679070581c0c size 27360044 diff --git a/scripts/testv/pinknoise/OSBA_ISM4_SBA1.wav b/scripts/testv/pinknoise/OSBA_ISM4_SBA1.wav index f74eb622e9..d8589d788c 100644 --- a/scripts/testv/pinknoise/OSBA_ISM4_SBA1.wav +++ b/scripts/testv/pinknoise/OSBA_ISM4_SBA1.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:07e673e51f981adb869a8e1d12e5f19f8e5915edd8176207678bf1b9379e9e47 +oid sha256:f143b35766ec6f5dab42774c9df5d258258158e4747779a29af99da4cecc91dc size 11520044 diff --git a/scripts/testv/pinknoise/OSBA_ISM4_SBA2.wav b/scripts/testv/pinknoise/OSBA_ISM4_SBA2.wav index 57b6942411..9d584ad635 100644 --- a/scripts/testv/pinknoise/OSBA_ISM4_SBA2.wav +++ b/scripts/testv/pinknoise/OSBA_ISM4_SBA2.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:3ed466aaa659fe67c09e4279b72195401f8cf0b1399020901bd7d30f39f1e65a +oid sha256:f3351c62fc392fdc080b12353d266dfe38728355409af0f42992723a348e22c2 size 18720044 diff --git a/scripts/testv/pinknoise/OSBA_ISM4_SBA3.wav b/scripts/testv/pinknoise/OSBA_ISM4_SBA3.wav index baf1e6f3b9..2da0263b44 100644 --- a/scripts/testv/pinknoise/OSBA_ISM4_SBA3.wav +++ b/scripts/testv/pinknoise/OSBA_ISM4_SBA3.wav @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:bd3087550f9b8340f1fae3814587541d15ed7f345711c2bc0403e8c764e2fe24 +oid sha256:064e012fa4aa2cd6164c392992c5bbff93f05d87708316362932389bfdcf0004 size 28800044 -- GitLab From 5f621f43f44ce8da2f0791b6dacb952b4b39e8d7 Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Wed, 21 Jan 2026 15:17:02 +0100 Subject: [PATCH 26/28] add measurement and normalization script, update scripts with bugfixes --- scripts/get_loudness_data.py | 105 +++++++++++---- scripts/measure_scale_loudness.py | 208 ++++++++++++++++++++++++++++++ scripts/parse_loudness_data.py | 10 +- 3 files changed, 292 insertions(+), 31 deletions(-) create mode 100755 scripts/measure_scale_loudness.py diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py index 965c1c6c00..ed43fff8c5 100755 --- a/scripts/get_loudness_data.py +++ b/scripts/get_loudness_data.py @@ -12,7 +12,14 @@ from pathlib import Path import pandas as pd -sys.path.append("./ivas-processing-scripts") +PROCESSING_SCRIPTS_PATH = ( + Path(__file__).parent.parent.parent.joinpath("ivas-processing-scripts").absolute() +) +if os.environ.get("CI") or not sys.stdout.isatty(): + PROCESSING_SCRIPTS_PATH = Path("./ivas-processing-scripts") + sys.stdout.reconfigure(line_buffering=True) + +sys.path.append(str(PROCESSING_SCRIPTS_PATH)) from ivas_processing_scripts.audiotools.audio import fromfile from ivas_processing_scripts.audiotools.wrappers.bs1770 import get_loudness @@ -64,17 +71,47 @@ CFG_TO_PROC_FMT = { "OSBA_ISM4_HOA3": "ISM4SBA3", } -PATTERN_BITRATE = re.compile(r"b([\d_]*|all)(_dtx)?_(swb|wb|fb)") +PATTERN_BITRATE = r"b([\d_]*|all)(_dtx)?_(swb|wb|fb)" RESULT_OUTPUT_FILE = Path(__file__).parent.parent.joinpath("loudness.csv") -def get_metadata_from_outfile_name(outfile, infile_stem): +def find_metadata_files(format, file): + metadata = [] + + # runIvasCodec metadata outputs are .wav.met and .wav.{0,1,2,3}.csv + # check also for .met and .{0,1,2,3}.csv + if "ISM" in format: + metadata.extend( + [ + f + for i in range(4) + for f in [ + file.with_suffix(f".{i}.csv"), + file.parent / f"{file.name}.{i}.csv", + ] + if f.exists() + ] + ) + + if "MASA" in format: + metadata.extend( + [ + f + for f in [file.with_suffix(".met"), file.with_suffix(".wav.met")] + if f.exists() + ] + ) + + return metadata + + +def get_metadata_from_outfile_name(pattern, outfile, infile_stem): outfile_tail = outfile.name.replace(f"{infile_stem}_", "", 1) mode_string, dec, outformat, suffix = outfile_tail.split(".") assert dec == "dec" assert suffix == "wav" - match = re.search(PATTERN_BITRATE, mode_string) + match = re.search(pattern, mode_string) assert match is not None bitrate_str, dtx, bandwidth = match.groups() if bitrate_str == "all": @@ -85,23 +122,27 @@ def get_metadata_from_outfile_name(outfile, infile_stem): return outformat, bitrate, dtx is not None, bandwidth -def process_output_file(outfile, infile, format, input_loudness, input_loudness_format): +def process_output_file( + outfile, infile, format, input_loudness, input_loudness_format, pattern +): """Process a single output file""" try: outformat, bitrate, dtx, bandwidth = get_metadata_from_outfile_name( - outfile, infile.stem + pattern, + outfile, + infile.stem, ) - if outformat == "EXT": - outformat = format + # skip planar SBA + if "Planar" in outfile.name: + raise NotImplementedError("PlanarSBA measurements ignored") - metadata = [] + elif outformat == "EXT": + if format in ["5_1", "7_1", "5_1_2", "5_1_4", "7_1_4"]: + raise ValueError(f"MC EXT ignored; identical to {format} output") + outformat = format - # runIvasCodec metadata outputs are .wav.met and .wav.0.csv - if "MASA" in outformat: - metadata.append(outfile.with_suffix(".wav.met")) - if "ISM" in outformat: - metadata.append(list(outfile.parent.glob(f"{outfile.name}*.csv"))) + metadata = find_metadata_files(outformat, outfile) output_audio = fromfile(outformat.upper(), outfile, in_meta=metadata) output_loudness, scale_factor, output_loudness_format = get_loudness( @@ -143,7 +184,7 @@ def process_output_file(outfile, infile, format, input_loudness, input_loudness_ "scale_factor": scale_factor, "scale_cmd": scale_cmd, } - except (AssertionError, ValueError) as e: + except (AssertionError, NotImplementedError, ValueError) as e: print(f"\n⚠️ Skipping {outfile.stem}: {e}", file=sys.stderr) return None @@ -156,6 +197,7 @@ def main(args): FORMAT_2_FILE = { CFG_TO_PROC_FMT[k]: Path(v) for k, v in config.items() if k != "SBA" } + cfg_formats = args.formats.copy() # mono and stereo are only accepted as lowercase for runIvasCodec.py modes # multichannel modes are prefixed with "MC_" for filtering, but without the prefix elsewhere @@ -174,6 +216,7 @@ def main(args): } args.formats = [replacements.get(f, f).upper() for f in args.formats] + # validate supplied formats valid_formats = [f for f in args.formats if f in CFG_TO_PROC_FMT] invalid_formats = [f for f in args.formats if f not in CFG_TO_PROC_FMT] if invalid_formats: @@ -185,29 +228,28 @@ def main(args): print("No valid formats to process, exiting...") exit(-1) # map to proc scripts format names internally - valid_formats = [CFG_TO_PROC_FMT[f] for f in valid_formats] + proc_formats = [CFG_TO_PROC_FMT[f] for f in valid_formats] results = [] input_audio_cache = {} tasks = [] - for format in valid_formats: - infile = FORMAT_2_FILE[format] + # we need to loop over both format names so we can get a proper regex + for cfg_fmt, proc_fmt in zip(cfg_formats, proc_formats): + infile = FORMAT_2_FILE[proc_fmt] output_folder = OUTPUT_FOLDER + pattern = re.compile(rf"{re.escape(cfg_fmt)}_{PATTERN_BITRATE}") # Load and cache input audio once per format - if format not in input_audio_cache: - if format.startswith("MASA"): - input_audio = fromfile( - format, infile, in_meta=infile.with_suffix(".met") - ) - else: - input_audio = fromfile(format, infile) + if proc_fmt not in input_audio_cache: + metadata = find_metadata_files(proc_fmt, infile) + + input_audio = fromfile(proc_fmt, infile, in_meta=metadata) input_loudness, _, input_loudness_format = get_loudness(input_audio) - input_audio_cache[format] = (input_loudness, input_loudness_format) + input_audio_cache[proc_fmt] = (input_loudness, input_loudness_format) - input_loudness, input_loudness_format = input_audio_cache[format] + input_loudness, input_loudness_format = input_audio_cache[proc_fmt] # Find all output files for this format output_files = [ @@ -218,7 +260,14 @@ def main(args): for outfile in output_files: tasks.append( - (outfile, infile, format, input_loudness, input_loudness_format) + ( + outfile, + infile, + proc_fmt, + input_loudness, + input_loudness_format, + pattern, + ) ) print( diff --git a/scripts/measure_scale_loudness.py b/scripts/measure_scale_loudness.py new file mode 100755 index 0000000000..b42e36c1eb --- /dev/null +++ b/scripts/measure_scale_loudness.py @@ -0,0 +1,208 @@ +#!/usr/bin/env python3 +import argparse +import sys +from pathlib import Path + +PROCESSING_SCRIPTS_PATH = ( + Path(__file__).parent.parent.parent.joinpath("ivas-processing-scripts").absolute() +) +sys.path.append(str(PROCESSING_SCRIPTS_PATH)) + +from ivas_processing_scripts.audiotools.audio import fromfile +from ivas_processing_scripts.audiotools.audiofile import write +from ivas_processing_scripts.audiotools.wrappers.bs1770 import get_loudness + +SUPPORTED_FORMATS = [ + "BINAURAL", + "MONO", + "STEREO", + "5_1", + "5_1_2", + "5_1_4", + "7_1", + "7_1_4", + "MASA1DIR1", + "MASA1DIR2", + "MASA2DIR1", + "MASA2DIR2", + "ISM1", + "ISM2", + "ISM3", + "ISM4", + "FOA", + "HOA2", + "HOA3", + "SBA1", + "SBA2", + "SBA3", + "ISM1MASA1DIR1", + "ISM1MASA2DIR1", + "ISM2MASA1DIR1", + "ISM2MASA2DIR1", + "ISM3MASA1DIR1", + "ISM3MASA2DIR1", + "ISM4MASA1DIR1", + "ISM4MASA2DIR1", + "ISM1MASA1DIR2", + "ISM1MASA2DIR2", + "ISM2MASA1DIR2", + "ISM2MASA2DIR2", + "ISM3MASA1DIR2", + "ISM3MASA2DIR2", + "ISM4MASA1DIR2", + "ISM4MASA2DIR2", + "ISM1SBA1", + "ISM1SBA2", + "ISM1SBA3", + "ISM2SBA1", + "ISM2SBA2", + "ISM2SBA3", + "ISM3SBA1", + "ISM3SBA2", + "ISM3SBA3", + "ISM4SBA1", + "ISM4SBA2", + "ISM4SBA3", +] + + +def find_metadata_files(format: str, file: Path): + metadata = [] + + # runIvasCodec metadata outputs are .wav.met and .wav.{0,1,2,3}.csv + # check also for .met and .{0,1,2,3}.csv + if "ISM" in format: + metadata.extend( + [ + f + for i in range(4) + for f in [ + file.with_suffix(f".{i}.csv"), + file.parent / f"{file.name}.{i}.csv", + ] + if f.exists() + ] + ) + + if "MASA" in format: + metadata.extend( + [ + f + for f in [file.with_suffix(".met"), file.with_suffix(".wav.met")] + if f.exists() + ] + ) + + return metadata + + +def user_confirmation(message: str) -> bool: + try: + response = input(f"{message} (y/N): ").strip().lower() + return response == "y" + except (KeyboardInterrupt, EOFError): + print() + return False + + +def main(args: argparse.Namespace) -> int: + print("===") + + # search for metadata + if not args.metadata and ("MASA" in args.format or "ISM" in args.format): + print("No metadata files specified! Searching for existing files...") + args.metadata = find_metadata_files(args.format, args.file) + + if args.metadata: + print( + f"Detected the following metadata files: {[str(f) for f in args.metadata]}" + ) + print("---") + elif args.metadata: + print(f"Using the following metadata files: {[str(f) for f in args.metadata]}") + print("---") + + # initialise input audio + in_audio = fromfile( + args.format, args.file, fs=args.sample_rate, in_meta=args.metadata + ) + + # measure loudness + print(f"Measuring loudness of input file {args.file} with bs1770demo") + loudness, scale_factor, loudness_fmt = get_loudness(in_audio, args.target_loudness) + print( + f"Input format {args.format}, rendered to {loudness_fmt} and resampled to 48 kHz" + ) + + # print results + print(f"Loudness: {loudness:.2f} LKFS") + print(f"Scale factor to achieve {args.target_loudness} LKFS: {scale_factor:.4f}") + + # write output file if specified + if args.replace and args.outfile: + print( + "\nWARNING: Both inplace modification and output file specified, only writing to output!\n" + ) + elif args.replace: + if not user_confirmation(f"\nWARNING! Replace input file {args.file}?"): + print("Operation cancelled.") + print("===") + return 0 + args.outfile = args.file + + if args.outfile: + print(f"Writing scaled output file {args.outfile}") + write(args.outfile, in_audio.audio * scale_factor, in_audio.fs) + + print("===") + return 0 + + +if __name__ == "__main__": + parser = argparse.ArgumentParser( + description="Measure and normalize audio loudness using bs1770demo" + ) + parser.add_argument("file", type=Path, help="Input file path") + parser.add_argument( + "format", type=str, choices=SUPPORTED_FORMATS, help="Input audio format" + ) + parser.add_argument( + "-fs", + "--sample_rate", + type=int, + choices=[8000, 16000, 32000, 48000], + default=None, + help="Input audio sampling rate (required only for PCM inputs)", + ) + parser.add_argument( + "-m", + "--metadata", + type=Path, + default=[], + nargs="+", + help="Optional input metadata (FILE.met and FILE.{0,1,2,3}.csv will be automatically detected)", + ) + parser.add_argument( + "-t", + "--target_loudness", + type=float, + default=-26.0, + help="Target level in LKFS (default = %(default)s)", + ) + parser.add_argument( + "-o", + "--outfile", + type=Path, + default=None, + help="Optional path to scaled output file", + ) + parser.add_argument( + "-r", + "--replace", + help="Flag to scale file inplace, will OVERWRITE input file!", + action="store_true", + ) + + args = parser.parse_args() + + sys.exit(main(args)) diff --git a/scripts/parse_loudness_data.py b/scripts/parse_loudness_data.py index 9bd7d95413..5e86ecbcd8 100755 --- a/scripts/parse_loudness_data.py +++ b/scripts/parse_loudness_data.py @@ -7,12 +7,16 @@ import matplotlib.pyplot as plt import numpy as np import pandas as pd -sys.path.append("./ivas-processing-scripts") -from ivas_processing_scripts.utils import progressbar_update - +PROCESSING_SCRIPTS_PATH = ( + Path(__file__).parent.parent.parent.joinpath("ivas-processing-scripts").absolute() +) if os.environ.get("CI") or not sys.stdout.isatty(): + PROCESSING_SCRIPTS_PATH = Path("./ivas-processing-scripts") sys.stdout.reconfigure(line_buffering=True) +sys.path.append(str(PROCESSING_SCRIPTS_PATH)) +from ivas_processing_scripts.utils import progressbar_update + VALID_BITRATES_IVAS = [ 13.2, 16.4, -- GitLab From 33e2854395b9ceb31969592d21ad28bc03a72014 Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Wed, 21 Jan 2026 17:23:51 +0100 Subject: [PATCH 27/28] [fix] use correct bandwidth file for reference loudness --- scripts/get_loudness_data.py | 48 ++++++++++++++++++++++++++++++------ 1 file changed, 41 insertions(+), 7 deletions(-) diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py index ed43fff8c5..2dab3bb2b7 100755 --- a/scripts/get_loudness_data.py +++ b/scripts/get_loudness_data.py @@ -73,6 +73,7 @@ CFG_TO_PROC_FMT = { PATTERN_BITRATE = r"b([\d_]*|all)(_dtx)?_(swb|wb|fb)" RESULT_OUTPUT_FILE = Path(__file__).parent.parent.joinpath("loudness.csv") +BANDWIDTH_TO_FS = {"wb": "16", "swb": "32", "fb": "48"} def find_metadata_files(format, file): @@ -241,15 +242,34 @@ def main(args): output_folder = OUTPUT_FOLDER pattern = re.compile(rf"{re.escape(cfg_fmt)}_{PATTERN_BITRATE}") - # Load and cache input audio once per format - if proc_fmt not in input_audio_cache: - metadata = find_metadata_files(proc_fmt, infile) + # Load and cache input audio for each format and bandwidth combination + for bw in BANDWIDTH_TO_FS.keys(): + cache_key = (proc_fmt, bw) - input_audio = fromfile(proc_fmt, infile, in_meta=metadata) - input_loudness, _, input_loudness_format = get_loudness(input_audio) - input_audio_cache[proc_fmt] = (input_loudness, input_loudness_format) + if cache_key not in input_audio_cache: + fs = BANDWIDTH_TO_FS[bw] + pcm_folder = OUTPUT_FOLDER.parent.joinpath("pcm") + resampled_file = ( + pcm_folder + / f"{infile.stem}_{fs}_{replacements.get(cfg_fmt, cfg_fmt)}.pcm" + ) + + if not resampled_file.exists(): + print( + f"\n⚠️ Resampled file not found: {resampled_file}", + file=sys.stderr, + ) + continue - input_loudness, input_loudness_format = input_audio_cache[proc_fmt] + # Load metadata from the original file + metadata = find_metadata_files(proc_fmt, infile) + + # Measure input loudness + input_audio = fromfile( + proc_fmt, resampled_file, fs=int(fs) * 1000, in_meta=metadata + ) + input_loudness, _, input_loudness_format = get_loudness(input_audio) + input_audio_cache[cache_key] = (input_loudness, input_loudness_format) # Find all output files for this format output_files = [ @@ -259,6 +279,20 @@ def main(args): ] for outfile in output_files: + # Get bandwidth from output filename to look up correct cached input + try: + _, _, _, bandwidth = get_metadata_from_outfile_name( + pattern, outfile, infile.stem + ) + except: + continue + + cache_key = (proc_fmt, bandwidth) + if cache_key not in input_audio_cache: + continue + + input_loudness, input_loudness_format = input_audio_cache[cache_key] + tasks.append( ( outfile, -- GitLab From edb413e25f74076454c84ff4170e631405e0c6fb Mon Sep 17 00:00:00 2001 From: Archit Tamarapu Date: Thu, 22 Jan 2026 11:39:31 +0100 Subject: [PATCH 28/28] [fix] OMASA EXT always uses 2TC MASA --- scripts/get_loudness_data.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/scripts/get_loudness_data.py b/scripts/get_loudness_data.py index 2dab3bb2b7..dae56191eb 100755 --- a/scripts/get_loudness_data.py +++ b/scripts/get_loudness_data.py @@ -141,7 +141,11 @@ def process_output_file( elif outformat == "EXT": if format in ["5_1", "7_1", "5_1_2", "5_1_4", "7_1_4"]: raise ValueError(f"MC EXT ignored; identical to {format} output") - outformat = format + # OMASA EXT always has MASA2TC + if "ISM" in format and "MASA" in format: + outformat = format.replace("MASA1", "MASA2") + else: + outformat = format metadata = find_metadata_files(outformat, outfile) -- GitLab