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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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39 repos matching these filters.

Topic: python

Latest repo push 2026-10-14

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jakevdp/PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

Stack

Jupyter Notebook Jupyter pip

GitHub topics

#jupyter-notebook #matplotlib #numpy #pandas #python #scikit-learn

Updated: 2024-06-26
Lists: 1 list mention
First commit: 2016-08-10
License: MIT
Issues: 225 open

50,139

stars

Forks: 19,152
Commits: 235 commits
Star growth, last 7 days: 0 0.0%
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Website GitHub

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%
Commit velocity, last 7 days: 0 0.0%

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

tyiannak/pyAudioAnalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

Stack

Python pip

GitHub topics

#audio #audio-analysis-tasks #audio-data #machine-learning #pyaudioanalysis #python

Updated: 2026-10-09
Lists: 2 list mentions
First commit: 2014-08-27
License: Apache-2.0
Issues: 205 open

6,269

stars

Forks: 1,211
Commits: 784 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

MTG/essentia

C++ library for audio and music analysis, description and synthesis, including Python bindings

Stack

C++ PEP 517 pip

GitHub topics

#audio #audio-analysis #c-plus-plus #dsp #essentia #music

Updated: 2026-10-10
Lists: 3 list mentions
First commit: 2013-06-03
License: AGPL-3.0
Issues: 439 open

3,772

stars

Forks: 639
Commits: 3,791 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%
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Website GitHub

libAudioFlux/audioFlux

A library for audio and music analysis, feature extraction.

Stack

C CMake pip

GitHub topics

#audio #audio-analysis #audio-features #audio-processing #deep-learning #machine-learning

Updated: 2026-03-06
Lists: 1 list mention
First commit: 2023-01-16
License: MIT
Issues: 16 open

3,368

stars

Forks: 151
Commits: 168 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

pytorch/audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

Stack

Python CMake PEP 517 pip

GitHub topics

#audio #audio-processing #io #machine-learning #python #pytorch

Updated: 2026-10-13
Lists: 4 list mentions
First commit: 2017-05-05
License: BSD-2-Clause
Issues: 342 open

2,955

stars

Forks: 804
Commits: 2,491 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

readbeyond/aeneas

aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment)

Stack

Python pip

GitHub topics

#alignment #audio #cli #dtw #espeak #espeak-ng

Updated: 2026-07-25
Lists: 2 list mentions
First commit: 2015-05-12
License: AGPL-3.0
Issues: 38 open

2,872

stars

Forks: 277
Commits: 280 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

sergree/matchering

🎚️ Open Source Audio Matching and Mastering

Stack

Python pip

GitHub topics

#audio #docker-image #dsp #equalizer #filter #limiter

Updated: 2026-10-07
Lists: 3 list mentions
First commit: 2018-09-28
License: GPL-3.0
Issues: 34 open

2,658

stars

Forks: 298
Commits: 408 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

iver56/audiomentations

A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.

Stack

Python pip

GitHub topics

#audio #audio-data-augmentation #audio-effects #augmentation #data-augmentation #deep-learning

Updated: 2026-04-13
Lists: 1 list mention
First commit: 2019-02-12
License: MIT
Issues: 64 open

2,323

stars

Forks: 227
Commits: 1,421 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%
Commit velocity, last 7 days: 0 0.0%

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

belangeo/pyo

Python DSP module

Stack

Python PEP 517 pip

GitHub topics

#audio #c #dsp #music #pyo #python

Updated: 2026-10-13
Lists: 1 list mention
First commit: 2009-11-04
License: LGPL-3.0
Issues: 32 open

1,458

stars

Forks: 146
Commits: 2,459 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

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

spatialaudio/python-sounddevice

:sound: Play and Record Sound with Python :snake:

Stack

Python pip uv

GitHub topics

#audio #portaudio #python #soundcard

Updated: 2026-10-09
Lists: 1 list mention
First commit: 2015-06-20
License: MIT
Issues: 206 open

1,276

stars

Forks: 162
Commits: 344 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

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

tinytag/tinytag

Python library for reading audio file metadata

Stack

Python PEP 517

GitHub topics

#aiff #audio #flac #id3 #m4a #metadata

Updated: 2026-10-14
Lists: 2 list mentions
First commit: 2014-01-27
License: MIT
Issues: 7 open

841

stars

Forks: 104
Commits: 826 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

python-acoustics/python-acoustics

A Python library aimed at acousticians.

Archived

Stack

Python PEP 517 pip

GitHub topics

#acoustics #audio #python #signal-processing

Updated: 2023-12-10
Lists: 1 list mention
First commit: 2013-11-26
License: BSD-3-Clause
Issues: 32 open

563

stars

Forks: 154
Commits: 651 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

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

mrkrd/cochlea

Inner ear models for Python

Stack

Python pip

GitHub topics

#auditory #basilar-membrane #cochlea #computational-neuroscience #inner-ear #inner-hair-cell

Updated: 2024-07-14
Lists: 1 list mention
First commit: 2009-05-06
License: GPL-3.0
Issues: 1 open

130

stars

Forks: 49
Commits: 752 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

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

SuperKogito/pydiogment

:mega: Python library for audio augmentation

Stack

Python pip

GitHub topics

#audio #audio-effects #audio-processing #augmentation #deep-learning #machine-learning

Updated: 2023-07-06
Lists: 1 list mention
First commit: 2019-12-09
License: BSD-3-Clause
Issues: 13 open

stars

Forks: 16
Commits: 129 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

AppliedAcousticsChalmers/ReTiSAR

Real-Time Spherical Array Renderer for binaural reproduction in Python

Stack

Python pip

GitHub topics

#3d-audio #binauralaudio #python #real-time-rendering #signal-processing #spherical-harmonics

Updated: 2023-12-02
Lists: 1 list mention
First commit: 2019-03-27
License: NOASSERTION
Issues: 0 open

stars

Forks: 10
Commits: 151 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

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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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Awesome Python Scientific Audio

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