awesome-python-audio

Awesome Python resources related to audio and music
https://github.com/andreimatveyeu/awesome-python-audio

Last synced: 1 day ago
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Datasets
- Music
  - NSynth - scale and high-quality dataset of annotated musical notes
  - The Million Song Dataset
  - AcousticBrainz
  - Beatport EDM Key
  - DEAM
  - IRMAS
  - MAESTRO
  - MedleyDB - track mixing
  - Musdb18
  - Open MIC
  - RWC Music Database
  - FMA
  - DALI
  - Jamendo Audio Tagging - label audio tagging
  - The Million Song Dataset
  - Beatport EDM Key
  - hsmusic
  - MagnaTagATune
  - Open MIC
  - symbolic-music-datasets
- Audio
  - AudioSet - scale dataset of manually annotated audio events
  - VCTK
  - UrbanSound8K
  - Birdsong
  - Freesound Dataset
  - RAVDESS - visual dataset of emotional speech and song
  - TIDIGITS
  - Speech Commands
  - ESC-50
  - Free Spoken Digit Dataset
  - Freesound Dataset
  - RAVDESS - visual dataset of emotional speech and song
  - Speech Commands
Analysis and Visualization
- scipy.signal
- Spleeter
- audioFlux
- librosa
- pyAudioAnalysis
- timeside
- Essentia
- Madmom
- aubio
- Realtime_PyAudio_FFT
- audio-fingerprint-identifying-python - similar app, that can identify the song using audio fingerprints & spectrum analysis and Fast Fourier transform
- AudioLazy
- AudioOwl
- BregmanToolkit
- freesound-python
- paura
- Pyo
- mir_eval
Audio Manipulation
- numpy & scipy.io.wavfile
- wave
- audioread - agnostic decoding of sound files
- matchering
- PyDub
- pedalboard
- pyAudioProcessing
- noisereduce
- pytorch/audio
- pydsm
- audiomentations
- Matchering-cli
- babycat
- PythonAudioEffects
- simpleaudio
- SoundDevice
- SoX
- soundfile
- SoX
Synthesis and Generation
- Music
  - Nsynth
  - FoxDot - based live coding environment for sound synthesis
  - musicautobot
  - Magenta
  - WaveGAN
  - Mido
  - Python-audio
  - ctcsound
  - Audioguide
  - Nsynth
  - Pippi
  - pyfluidsynth
  - PySynth
  - Python-musical
Tutorials
- librosa
- PyDub
Playback and Streaming
- Music
  - beets
  - discord.py
  - pygame.mixer
  - Mopidy
  - pyglet - platform windowing and multimedia library
  - pyradio
  - mpv
  - Mopidy-YouTube
  - audiostream
  - MusicBot
  - pyAV
Music Theory and Composition
- Music
  - PyTheory
  - music21 - aided musical analysis
  - mingus
  - MusPy
  - pychord
  - Abjad
  - AthenaCL
  - maelzel
  - MIDIUtil - track MIDI files
  - Musical-scales
  - MusicMaker - Audio Description Language
  - pyHarmonySearch
  - scamp - Assisted Music

Programming Languages

Python 44 Jupyter Notebook 6 C 4 C++ 2 Rust 1

Categories

Datasets 33 Audio Manipulation 19 Analysis and Visualization 18 Synthesis and Generation 14 Music Theory and Composition 13 Playback and Streaming 11 Tutorials 6

Sub Categories

Music 58 Audio 13 PyDub 3 librosa 3

Keywords

python 28 audio 19 music 12 music-information-retrieval 9 machine-learning 9 dsp 7 audio-processing 6 deep-learning 6 sound 5 dataset 5 signal-processing 4 audio-analysis 4 scipy 3 mfcc 3 python-library 3 equalizer 2 analysis 2 filter 2 limiter 2 mastering 2 matchering 2 matching 2 c 2 numpy 2 gamedev 2 python3 2 feature-extraction 2 mopidy 2 augmentation 2 sound-processing 2 spectrum 2 vst 2 audio-data 2 cli 2 audio-features 2 mir 2 music-analysis 2 pitch 2 spectral-analysis 2 chroma-features 1 tensorflow 1 audio-files 1 vst3-host 1 classifier 1 classifier-options 1 classify 1 vst3 1 pretrained-models 1 classify-audio 1 classify-audio-samples 1