Extract and separate audio signals by pitch from `.mp3` or `.wav` files.
Project description
audio-pitch-separation
Extract and separate audio signals by pitch from .mp3 or .wav files.
Harmonic, percussive, and note-wise components are visualized and saved as .wav files automatically.
Features
- Supports both
mp3andwavaudio input - Separates harmonic & percussive components using HPSS
- Extracts note-wise waveforms via Constant-Q Transform (CQT)
- Visualizes all audio tracks as waveform plots
- Saves each pitch as an individual
.wavfile - Easy GUI file picker (via PyQt5)
Installation
pip install audipart
Usage
python -m audipart
- A GUI window will prompt you to select an .mp3 or .wav audio file.
- From the selected audio, the following will be generated:
- harmonic.wav and percussive.wav using HPSS
- .wav files for each pitch from C2 to C8
- A waveform plot saved as figure.png
- All output files will be saved in a new folder named after the input file (excluding the extension).
you can also import audipart like this demo.
Example
For example, if you select song.mp3, the following directory will be created:
song/
├── harmonic.wav
├── percussive.wav
├── C2.wav
├── C#2.wav
├── ...
├── C8.wav
└── figure.png
TODO
- Extract note-wise MIDI representation
License
MIT License.
Acknowledgements
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