awesome-python-audio

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

Last synced: 4 days ago
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Analysis and Visualization
- aubio
- audio-fingerprint-identifying-python - similar app, that can identify the song using audio fingerprints & spectrum analysis and Fast Fourier transform
- audioFlux
- AudioLazy
- AudioOwl
- BregmanToolkit
- Essentia
- freesound-python
- librosa
- Madmom
- paura
- pyAudioAnalysis
- Pyo
- Realtime_PyAudio_FFT
- Spleeter
- timeside
- mir_eval
- scipy.signal
Audio Manipulation
- audiomentations
- audioread - agnostic decoding of sound files
- babycat
- matchering
- Matchering-cli
- noisereduce
- pedalboard
- pyAudioProcessing
- pydsm
- PyDub
- PythonAudioEffects
- pytorch/audio
- simpleaudio
- SoundDevice
- SoX
- soundfile
- numpy & scipy.io.wavfile
- wave
- SoX
Datasets
- Audio
  - ESC-50
  - Free Spoken Digit Dataset
  - AudioSet - scale dataset of manually annotated audio events
  - Birdsong
  - Freesound Dataset
  - RAVDESS - visual dataset of emotional speech and song
  - TIDIGITS
  - UrbanSound8K
  - VCTK
  - Speech Commands
  - Freesound Dataset
- Music
  - AcousticBrainz
  - Beatport EDM Key
  - DEAM
  - IRMAS
  - MAESTRO
  - MedleyDB - track mixing
  - Musdb18
  - NSynth - scale and high-quality dataset of annotated musical notes
  - Open MIC
  - RWC Music Database
  - The Million Song Dataset
Synthesis and Generation
- Music
  - Nsynth
Tutorials
- librosa
- PyDub
  - A Simple Guide to Audio Manipulation with Pydub for Musicians
  - PyDub: Working with wav files in Python

Programming Languages

Python 25 C 3 C++ 2 Jupyter Notebook 2 Rust 1

Categories

Datasets 22 Audio Manipulation 19 Analysis and Visualization 18 Tutorials 5 Synthesis and Generation 1

Sub Categories

Music 12 Audio 11 librosa 3 PyDub 2

Keywords

python 18 audio 17 music 9 machine-learning 8 dsp 7 audio-processing 6 music-information-retrieval 5 sound 5 signal-processing 4 deep-learning 3 audio-analysis 3 mfcc 3 scipy 3 equalizer 2 filter 2 feature-extraction 2 numpy 2 augmentation 2 limiter 2 mastering 2 matchering 2 matching 2 sound-processing 2 vst 2 spectrum 2 python3 2 python-library 2 analysis 2 c 2 dataset 2 pitch 2 audio-features 2 mir 2 spectral-analysis 2 audio-data 2 librosa 1 radio-pyo 1 pyo 1 synthesis 1 cython 1 audio-visualizer 1 fft 1 pyaudioanalysis 1 pyaudio 1 realtime-audio 1 audio-analysis-tasks 1 annotation 1 beat 1 extraction 1 onset 1