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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
- List stars
- 1,719
- README repos
- 94
- Indexed repos
- 91
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- 158
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- 187
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- 35
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ytdl-org/youtube-dl
Command-line program to download videos from YouTube.com and other video sites
- Updated
- 2026-02-19
- Lists
- 5 list mentions
- First commit
- 2008-07-21
- License
- Unlicense
- Issues
- 4,123 open
141,304
stars
- Forks
- 10,657
- Commits
- 18,977 commits
- Star growth, last 7 days
- +29 0.0%
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- 0 0.0%
beetbox/beets
music library manager and MusicBrainz tagger
AI dev
GitHub topics
- 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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- 0 0.0%
jiaaro/pydub
Manipulate audio with a simple and easy high level interface
- Updated
- 2026-03-19
- Lists
- 2 list mentions
- First commit
- 2011-05-02
- License
- MIT
- Issues
- 429 open
9,799
stars
- Forks
- 1,135
- Commits
- 747 commits
- Star growth, last 7 days
- 0 0.0%
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- 0 0.0%
Uberi/speech_recognition
Speech recognition module for Python, supporting several engines and APIs, online and offline.
AI dev
GitHub topics
- 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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- 0 0.0%
librosa/librosa
Python library for audio and music analysis
AI dev
- Updated
- 2026-10-06
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- 3 list mentions
- First commit
- 2012-10-20
- License
- ISC
- Issues
- 51 open
8,677
stars
- Forks
- 1,085
- Commits
- 3,553 commits
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- 0 0.0%
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- 0 0.0%
tyiannak/pyAudioAnalysis
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
- Updated
- 2026-10-09
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- 2 list mentions
- First commit
- 2014-08-27
- License
- Apache-2.0
- Issues
- 205 open
6,269
stars
- Forks
- 1,211
- Commits
- 784 commits
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- 0 0.0%
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PyAV-Org/PyAV
Pythonic bindings for FFmpeg's libraries.
AI dev
- 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%
scipy-lectures/scientific-python-lectures
Tutorial material on the scientific Python ecosystem
- Updated
- 2026-10-01
- Lists
- 1 list mention
- First commit
- 2010-05-19
- License
- NOASSERTION
- Issues
- 33 open
- Forks
- 1,204
- Commits
- 2,580 commits
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- 0 0.0%
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- 0 0.0%
pytorch/audio
Data manipulation and transformation for audio signal processing, powered by PyTorch
GitHub topics
- Updated
- 2026-10-13
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- 4 list mentions
- First commit
- 2017-05-05
- License
- BSD-2-Clause
- Issues
- 342 open
2,955
stars
- Forks
- 804
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- 2,491 commits
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- 0 0.0%
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- 0 0.0%
readbeyond/aeneas
aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment)
GitHub topics
- 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%
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- 0 0.0%
sergree/matchering
🎚️ Open Source Audio Matching and Mastering
GitHub topics
- 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%
cuthbertLab/music21
music21: a Toolkit for Computer-Aided Musical Analysis and Computational Musicology
AI dev
- 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%
- Commit velocity, last 7 days
- 0 0.0%
jameslyons/python_speech_features
This library provides common speech features for ASR including MFCCs and filterbank energies.
- Updated
- 2021-10-20
- Lists
- 1 list mention
- First commit
- 2013-10-31
- License
- MIT
- Issues
- 25 open
- Forks
- 606
- Commits
- 120 commits
- Star growth, last 7 days
- 0 0.0%
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- 0 0.0%
PyWavelets/pywt
PyWavelets - Wavelet Transforms in Python
- 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%
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.
- 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%
LCAV/pyroomacoustics
Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.
GitHub topics
- Updated
- 2026-07-17
- Lists
- 1 list mention
- First commit
- 2014-08-13
- License
- MIT
- Issues
- 26 open
1,987
stars
- Forks
- 499
- Commits
- 833 commits
- Star growth, last 7 days
- 0 0.0%
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- 0 0.0%
quodlibet/mutagen
Python module for handling audio metadata
- 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%
MontrealCorpusTools/Montreal-Forced-Aligner
Command line utility for forced alignment using Kaldi
- Updated
- 2026-10-08
- Lists
- 1 list mention
- First commit
- 2015-10-26
- License
- MIT
- Issues
- 290 open
- Forks
- 290
- Commits
- 904 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
CPJKU/madmom
Python audio and music signal processing library
- 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%
strob/gentle
gentle forced aligner
- Updated
- 2026-07-24
- Lists
- 1 list mention
- First commit
- 2015-10-23
- License
- MIT
- Issues
- 171 open
1,712
stars
- Forks
- 308
- Commits
- 407 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
mido/mido
MIDI Objects for 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%
belangeo/pyo
Python DSP module
- 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%
spatialaudio/python-sounddevice
:sound: Play and Record Sound with Python :snake:
GitHub topics
- 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%
brian-team/brian2
Brian is a free, open source simulator for spiking neural networks.
- 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%
KinWaiCheuk/nnAudio
Audio processing by using pytorch 1D convolution network
- 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%
keunwoochoi/kapre
kapre: Keras Audio Preprocessors
- 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%
bspaans/python-mingus
Mingus is a music package for Python
- Updated
- 2024-04-21
- Lists
- 1 list mention
- First commit
- 2008-08-17
- License
- GPL-3.0
- Issues
- 66 open
928
stars
- Forks
- 168
- Commits
- 405 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
astorfi/speechpy
:speech_balloon: SpeechPy - A Library for Speech Processing and Recognition: http://speechpy.readthedocs.io/en/latest/
GitHub topics
- 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%
tinytag/tinytag
Python library for reading audio file 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%
csteinmetz1/pyloudnorm
Flexible audio loudness meter in Python with implementation of ITU-R BS.1770-4 loudness algorithm
- Updated
- 2026-01-04
- Lists
- 2 list mentions
- First commit
- 2017-11-12
- License
- MIT
- Issues
- 15 open
783
stars
- Forks
- 63
- Commits
- 127 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
mir-evaluation/mir_eval
Evaluation functions for music/audio information retrieval/signal processing algorithms.
- 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%
danilobellini/audiolazy
Expressive Digital Signal Processing (DSP) package for Python
- Updated
- 2022-04-30
- Lists
- 1 list mention
- First commit
- 2012-10-10
- License
- GPL-3.0
- Issues
- 14 open
713
stars
- Forks
- 75
- Commits
- 342 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
nussl/nussl
A flexible source separation library in Python
Archived
- Updated
- 2024-12-09
- Lists
- 1 list mention
- First commit
- 2015-06-30
- License
- MIT
- Issues
- 49 open
643
stars
- Forks
- 98
- Commits
- 1,030 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
python-acoustics/python-acoustics
A Python library aimed at acousticians.
Archived
GitHub topics
- Updated
- 2023-12-10
- Lists
- 1 list mention
- First commit
- 2013-11-26
- License
- BSD-3-Clause
- Issues
- 32 open
- Forks
- 154
- Commits
- 651 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
mims-harvard/nimfa
Nimfa: Nonnegative matrix factorization in Python
- 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%
urinieto/msaf
Music Structure Analysis Framework
GitHub topics
- 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%
marl/pysox
Python wrapper around sox.
- 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%
beetbox/audioread
cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding for 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%
SuperKogito/spafe
:sound: spafe: Simplified Python Audio Features Extraction
GitHub topics
- 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%
pyFFTW/pyFFTW
A pythonic python wrapper around FFTW
- Updated
- 2025-12-03
- Lists
- 1 list mention
- First commit
- 2012-01-26
- License
- NOASSERTION
- Issues
- 63 open
424
stars
- Forks
- 116
- Commits
- 862 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
mir-dataset-loaders/mirdata
Python library for working with Music Information Retrieval datasets
- Updated
- 2026-10-09
- Lists
- 1 list mention
- First commit
- 2019-03-07
- License
- BSD-3-Clause
- Issues
- 82 open
- Forks
- 79
- Commits
- 375 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
vBaiCai/python-pesq
A python package for calculating the PESQ.
- Updated
- 2025-07-16
- Lists
- 1 list mention
- First commit
- 2018-12-13
- License
- MIT
- Issues
- 7 open
415
stars
- Forks
- 75
- Commits
- 29 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
Parisson/TimeSide
scalable audio processing framework and server written in Python
GitHub topics
- 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%
scikit-signal/tftb
A Python module for time-frequency analysis
GitHub topics
- 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%
bmcfee/resampy
Efficient sample rate conversion in 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%
nir/jupylet
Python game programming in Jupyter notebooks.
- Updated
- 2026-10-13
- Lists
- 1 list mention
- First commit
- 2020-01-11
- License
- BSD-2-Clause
- Issues
- 10 open
254
stars
- Forks
- 25
- Commits
- 423 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
bmcfee/muda
A library for augmenting annotated audio data
GitHub topics
- 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%
marl/medleydb
No description.
- 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%
bmcfee/pyrubberband
python wrapper for rubberband
- 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%
sigsep/sigsep-mus-db
Python parser and tools for MUSDB18 Music Separation Dataset
- 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%