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Awesome Python Scientific Audio

Curated list of python software and packages related to scientific research in audio

faroit/awesome-python-scientific-audio #audio #awesome-list #python

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List stars: 1,719
README repos: 94
Indexed repos: 91
List commits: 158
Forks: 187
Open issues: 35

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43 repos matching these filters.

Framework: pytest

Latest repo push 2026-10-14

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beetbox/beets

music library manager and MusicBrainz tagger

AI dev

Stack

Python Flask pytest pip uv

GitHub topics

#cli #hacktoberfest #music #music-library #musicbrainz #python

Updated: 2026-10-13
Lists: 6 list mentions
First commit: 2008-05-14
License: MIT
Issues: 692 open

15,790

stars

Forks: 2,151
Commits: 15,506 commits
Star growth, last 7 days: +12 +0.1%
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Website GitHub

pyannote/pyannote-audio

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

Stack

Jupyter Notebook pytest pip uv

GitHub topics

#overlapped-speech-detection #pretrained-models #pytorch #speaker-change-detection #speaker-diarization #speaker-embedding

Updated: 2026-10-07
Lists: 1 list mention
First commit: 2016-03-07
License: MIT
Issues: 44 open

10,645

stars

Forks: 1,119
Commits: 2,557 commits
Star growth, last 7 days: 0 0.0%
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Website GitHub

Uberi/speech_recognition

Speech recognition module for Python, supporting several engines and APIs, online and offline.

AI dev

Stack

Python pytest PEP 517 pip

GitHub topics

#audio #python #speech-recognition #speech-to-text

Updated: 2026-09-02
Lists: 1 list mention
First commit: 2014-04-23
License: BSD-3-Clause
Issues: 313 open

8,996

stars

Forks: 2,419
Commits: 939 commits
Star growth, last 7 days: 0 0.0%
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Website GitHub

librosa/librosa

Python library for audio and music analysis

AI dev

Stack

Python pytest PEP 517 pip

GitHub topics

#audio #dsp #librosa #music #python #scipy

Updated: 2026-10-06
Lists: 3 list mentions
First commit: 2012-10-20
License: ISC
Issues: 51 open

8,677

stars

Forks: 1,085
Commits: 3,553 commits
Star growth, last 7 days: 0 0.0%
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Website GitHub

aubio/aubio

a library for audio and music analysis

Stack

C pytest CMake Meson pip

GitHub topics

#analysis #annotation #audio #beat #c #extraction

Updated: 2026-04-10
Lists: 3 list mentions
First commit: 2004-10-28
License: GPL-3.0
Issues: 160 open

3,770

stars

Forks: 428
Commits: 4,214 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

PyAV-Org/PyAV

Pythonic bindings for FFmpeg's libraries.

AI dev

Stack

Python pytest pip uv

GitHub topics

#ffmpeg #pyav #python

Updated: 2026-10-03
Lists: 3 list mentions
First commit: 2012-11-21
License: BSD-3-Clause
Issues: 8 open

3,309

stars

Forks: 458
Commits: 2,156 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

scipy-lectures/scientific-python-lectures

Tutorial material on the scientific Python ecosystem

Stack

Python pytest PEP 517 pip

Updated: 2026-10-01
Lists: 1 list mention
First commit: 2010-05-19
License: NOASSERTION
Issues: 33 open

3,223

stars

Forks: 1,204
Commits: 2,580 commits
Star growth, last 7 days: 0 0.0%
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Website GitHub

cuthbertLab/music21

music21: a Toolkit for Computer-Aided Musical Analysis and Computational Musicology

AI dev

Stack

Python Jupyter pytest pip uv

Updated: 2026-10-13
Lists: 1 list mention
First commit: 2009-09-15
License: BSD-3-Clause
Issues: 161 open

2,599

stars

Forks: 460
Commits: 10,340 commits
Star growth, last 7 days: 0 0.0%
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Website GitHub

PyWavelets/pywt

PyWavelets - Wavelet Transforms in Python

Stack

Python pytest Meson PEP 517 pip

GitHub topics

#continuous-wavelet #image-processing #signal-processing #wavelet-transform #wavelets

Updated: 2026-10-01
Lists: 2 list mentions
First commit: 2006-07-07
License: MIT
Issues: 89 open

2,411

stars

Forks: 542
Commits: 2,139 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

quodlibet/mutagen

Python module for handling audio metadata

Stack

Python pytest pip Poetry uv

GitHub topics

#apev2 #flac #id3 #id3v1 #id3v2 #mp3

Updated: 2026-08-20
Lists: 3 list mentions
First commit: 2005-07-12
License: GPL-2.0
Issues: 128 open

1,970

stars

Forks: 202
Commits: 1,880 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

MontrealCorpusTools/Montreal-Forced-Aligner

Command line utility for forced alignment using Kaldi

Stack

Python pytest PEP 517 pip

GitHub topics

#acoustic-model #forced-alignment #grapheme-to-phone #kaldi #pronunciation-dictionary #python

Updated: 2026-10-08
Lists: 1 list mention
First commit: 2015-10-26
License: MIT
Issues: 290 open

1,903

stars

Forks: 290
Commits: 904 commits
Star growth, last 7 days: 0 0.0%
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Website GitHub

CPJKU/madmom

Python audio and music signal processing library

Stack

Python pytest PEP 517 pip

GitHub topics

#audio-analysis #cython #machine-learning #music-information-retrieval #numpy #python

Updated: 2026-03-20
Lists: 2 list mentions
First commit: 2012-10-30
License: NOASSERTION
Issues: 81 open

1,726

stars

Forks: 291
Commits: 1,753 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

mido/mido

MIDI Objects for Python

Stack

Python pytest PEP 517

GitHub topics

#midi #midifile #python

Updated: 2026-09-16
Lists: 1 list mention
First commit: 2011-08-22
License: MIT
Issues: 125 open

1,649

stars

Forks: 293
Commits: 2,347 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

YannickJadoul/Parselmouth

Praat in Python, the Pythonic way

Stack

C++ Flask pytest CMake Meson PEP 517

Updated: 2026-10-13
Lists: 1 list mention
First commit: 2015-11-24
License: GPL-3.0
Issues: 22 open

1,294

stars

Forks: 131
Commits: 1,145 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

musicinformationretrieval/musicinformationretrieval.com

Instructional notebooks on music information retrieval.

Stack

Jupyter Notebook Jupyter pytest Tornado pip

GitHub topics

#ipython-notebook #jupyter-notebook #machine-learning #music #music-information-retrieval #python

Updated: 2026-05-19
Lists: 1 list mention
First commit: 2014-05-09
License: MIT
Issues: 19 open

1,291

stars

Forks: 416
Commits: 456 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

brian-team/brian2

Brian is a free, open source simulator for spiking neural networks.

Stack

Python pytest PEP 517 pip

GitHub topics

#biological-simulations #brian #brian2 #code-generation #computational-neuroscience #differential-equations

Updated: 2026-10-13
Lists: 1 list mention
First commit: 2012-08-13
License: NOASSERTION
Issues: 208 open

1,245

stars

Forks: 306
Commits: 7,279 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

KinWaiCheuk/nnAudio

Audio processing by using pytorch 1D convolution network

Stack

Python pytest pip

GitHub topics

#1d-convolution #audio-processing #cqt-spectrogram #melspectrogram #neural-network #preprocessing

Updated: 2026-05-21
Lists: 1 list mention
First commit: 2019-09-02
License: MIT
Issues: 22 open

1,128

stars

Forks: 98
Commits: 314 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

keunwoochoi/kapre

kapre: Keras Audio Preprocessors

Stack

Python pytest PEP 517 pip

GitHub topics

#audio #kapre-layers #keras #keras-audio-preprocessors #melspectrogram #preprocess

Updated: 2026-05-17
Lists: 1 list mention
First commit: 2016-12-14
License: MIT
Issues: 16 open

947

stars

Forks: 145
Commits: 211 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

astorfi/speechpy

:speech_balloon: SpeechPy - A Library for Speech Processing and Recognition: http://speechpy.readthedocs.io/en/latest/

Stack

Python pytest pip

GitHub topics

#feature-extraction #python #speech-recognition #speechpy

Updated: 2024-12-15
Lists: 1 list mention
First commit: 2017-04-05
License: Apache-2.0
Issues: 2 open

884

stars

Forks: 105
Commits: 432 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

mir-evaluation/mir_eval

Evaluation functions for music/audio information retrieval/signal processing algorithms.

Stack

Python pytest pip

Updated: 2026-02-19
Lists: 1 list mention
First commit: 2013-08-06
License: MIT
Issues: 39 open

715

stars

Forks: 122
Commits: 929 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

mims-harvard/nimfa

Nimfa: Nonnegative matrix factorization in Python

Stack

Python pytest pip

GitHub topics

#embeddings #latent-features #latent-variable-models #matrix-factorization #nonnegative-matrix-factorization

Updated: 2021-02-12
Lists: 1 list mention
First commit: 2011-07-06
License: NOASSERTION
Issues: 15 open

562

stars

Forks: 137
Commits: 560 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

urinieto/msaf

Music Structure Analysis Framework

Stack

Python pytest pip

GitHub topics

#music-information-retrieval

Updated: 2026-05-13
Lists: 1 list mention
First commit: 2014-02-22
License: MIT
Issues: 22 open

560

stars

Forks: 85
Commits: 1,375 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

marl/pysox

Python wrapper around sox.

Stack

Python pytest pip

Updated: 2025-03-26
Lists: 1 list mention
First commit: 2016-05-01
License: BSD-3-Clause
Issues: 35 open

543

stars

Forks: 83
Commits: 266 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

beetbox/audioread

cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding for Python

Stack

Python pytest pip Poetry

GitHub topics

#audio #python

Updated: 2026-04-09
Lists: 1 list mention
First commit: 2011-11-08
License: MIT
Issues: 46 open

540

stars

Forks: 113
Commits: 295 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

SuperKogito/spafe

:sound: spafe: Simplified Python Audio Features Extraction

Stack

Python pytest pip

GitHub topics

#audio #audio-analysis #beat #dsp #features-extraction #filterbank

Updated: 2025-03-20
Lists: 1 list mention
First commit: 2019-09-16
License: BSD-3-Clause
Issues: 1 open

485

stars

Forks: 76
Commits: 377 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

mir-dataset-loaders/mirdata

Python library for working with Music Information Retrieval datasets

Stack

Python pytest PEP 517 pip

GitHub topics

#audio #dataset #mir #mirdata #music #python

Updated: 2026-10-09
Lists: 1 list mention
First commit: 2019-03-07
License: BSD-3-Clause
Issues: 82 open

415

stars

Forks: 79
Commits: 375 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

Parisson/TimeSide

scalable audio processing framework and server written in Python

Stack

Python Celery Django Django REST Framework Express npm pip Poetry

GitHub topics

#audio-processing #python #web

Updated: 2024-10-14
Lists: 1 list mention
First commit: 2009-09-24
License: AGPL-3.0
Issues: 33 open

393

stars

Forks: 60
Commits: 3,847 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

scikit-signal/tftb

A Python module for time-frequency analysis

Stack

Python pytest pip Poetry

GitHub topics

#matplotlib #numpy #python #scipy #signal-processing #time-frequency-analysis

Updated: 2025-01-28
Lists: 1 list mention
First commit: 2014-10-10
License: Unknown
Issues: 28 open

284

stars

Forks: 57
Commits: 492 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

bmcfee/resampy

Efficient sample rate conversion in python

Stack

Python pytest PEP 517 pip

GitHub topics

#audio #dsp #nyucds #python

Updated: 2024-09-30
Lists: 1 list mention
First commit: 2016-04-08
License: ISC
Issues: 6 open

282

stars

Forks: 36
Commits: 288 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

bmcfee/muda

A library for augmenting annotated audio data

Stack

Python pytest pip

GitHub topics

#data-augmentation #machine-learning #music #nyucds #python

Updated: 2021-05-03
Lists: 2 list mentions
First commit: 2014-11-07
License: ISC
Issues: 9 open

238

stars

Forks: 32
Commits: 293 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

marl/medleydb

No description.

Stack

Python pytest pip

Updated: 2024-05-29
Lists: 1 list mention
First commit: 2014-09-08
License: MIT
Issues: 22 open

220

stars

Forks: 46
Commits: 363 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

bmcfee/pyrubberband

python wrapper for rubberband

Stack

Python pytest pip

GitHub topics

#audio #nyucds #python

Updated: 2024-09-30
Lists: 1 list mention
First commit: 2015-03-02
License: ISC
Issues: 4 open

218

stars

Forks: 28
Commits: 105 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

sigsep/sigsep-mus-db

Python parser and tools for MUSDB18 Music Separation Dataset

Stack

Python pytest pip

GitHub topics

#dataset #mus #musdb #python #sisec #stems

Updated: 2025-05-28
Lists: 1 list mention
First commit: 2015-11-16
License: MIT
Issues: 5 open

201

stars

Forks: 38
Commits: 259 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

pyfar/pyfar

python package for acoustics research

Stack

Python pytest PEP 517

GitHub topics

#audio-in-out #digital-signal-processing #plotting

Updated: 2026-10-14
Lists: 1 list mention
First commit: 2018-04-20
License: MIT
Issues: 95 open

138

stars

Forks: 19
Commits: 4,151 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

jmrplens/phonometry

Standards-conformant acoustics library for Python: measurement and metrology, building, environmental and room acoustics, psychoacoustics, electroacoustics, vibration, underwater and aircraft/rotorcraft noise. Every method is implemented from the standard and validated against reference data, with teaching-style docs (formerly PyOctaveBand).

AI dev

Stack

Python Astro pytest Vite PEP 517 pip pnpm

GitHub topics

#acoustics #aircraft-noise #building-acoustics #dsp #environmental-noise #filter-bank

Updated: 2026-10-12
Lists: 1 list mention
First commit: 2020-06-28
License: MIT
Issues: 1 open

125

stars

Forks: 29
Commits: 942 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

AppliedAcousticsChalmers/sound_field_analysis-py

Analyze, visualize, and process sound field data recorded by spherical microphone arrays.

Stack

Python Jupyter pytest pip

GitHub topics

#analysis #package #python #sound

Updated: 2022-12-29
Lists: 1 list mention
First commit: 2016-06-08
License: MIT
Issues: 8 open

109

stars

Forks: 17
Commits: 485 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

faroit/stempeg

Python I/O for STEM audio files

Stack

Python pytest pip

GitHub topics

#ffmpeg #multitrack #native-instruments #python #stems

Updated: 2025-10-31
Lists: 1 list mention
First commit: 2017-05-19
License: MIT
Issues: 7 open

107

stars

Forks: 18
Commits: 108 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

Muges/audiotsm

A python library for real-time audio time-scale modification procedures

Stack

Python pytest pip

GitHub topics

#gstreamer-plugins #numpy #python #time-scaling

Updated: 2017-10-07
Lists: 1 list mention
First commit: 2017-09-04
License: MIT
Issues: 4 open

stars

Forks: 18
Commits: 122 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

sfstoolbox/sfs-python

SFS Toolbox for Python

Stack

Python pytest Tornado pip uv

Updated: 2025-12-14
Lists: 1 list mention
First commit: 2014-10-20
License: MIT
Issues: 20 open

stars

Forks: 19
Commits: 465 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

nils-werner/mdct

A fast MDCT implementation using SciPy and FFTs

Stack

Python pytest pip

GitHub topics

#audio-analysis #scientific-computing #scipy #signal-processing

Updated: 2022-06-18
Lists: 1 list mention
First commit: 2015-04-15
License: MIT
Issues: 4 open

stars

Forks: 13
Commits: 84 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

nils-werner/stft

Spectrogram calculation for NumPy

Stack

Python pytest pip

GitHub topics

#audio-analysis #fft #scipy #signal-processing #stft

Updated: 2024-12-22
Lists: 1 list mention
First commit: 2014-02-14
License: MIT
Issues: 3 open

stars

Forks: 16
Commits: 135 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

faroit/commonfate

No description.

Stack

Python pytest pip

Updated: 2020-02-27
Lists: 1 list mention
First commit: 2015-10-15
License: BSD-3-Clause
Issues: 1 open

stars

Forks: 5
Commits: 45 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

talker93/visqol-python

A pure Python implementation of Google's ViSQOL (Virtual Speech Quality Objective Listener) for objective audio/speech quality assessment.

Stack

Python pytest PEP 517 pip

GitHub topics

#audio-analysis #audio-codec #audio-processing #audio-quality #mos #numba

Updated: 2026-09-20
Lists: 1 list mention
First commit: 2026-03-23
License: Apache-2.0
Issues: 0 open

stars

Forks: 1
Commits: 29 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

Activity

Default branch: master
Last pushed: 2026-09-11
GitHub updated: 2026-10-06
Created: 2016-11-19
First commit: 2016-11-19
Last scanned: 2026-10-17 10:50
Watchers: 77

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Repo stars: 357,354
Repo forks: 57,442
Active: 85
Archived: 6

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Python (73) C++ (6) Jupyter Notebook (6) C (3) Cython (1) Matlab (1) MATLAB (1)

Awesome Python Scientific Audio

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