https://github.com/kentonishi/torch-pitch-shift

Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.
https://github.com/kentonishi/torch-pitch-shift

audio-augmentation augmentation gpu-support pitch-shift pytorch sound-processing torch torchaudio

Last synced: about 19 hours ago
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Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

• Host: GitHub
• URL: https://github.com/kentonishi/torch-pitch-shift
• Owner: KentoNishi
• License: mit
• Created: 2021-06-18T00:46:05.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2024-09-25T19:10:19.000Z (3 days ago)
• Last Synced: 2024-09-27T12:43:17.375Z (about 19 hours ago)
• Topics: audio-augmentation, augmentation, gpu-support, pitch-shift, pytorch, sound-processing, torch, torchaudio
• Language: Python
• Homepage: https://kentonishi.github.io/torch-pitch-shift/
• Size: 51.8 MB
• Stars: 131
• Watchers: 2
• Forks: 12
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md
  • License: LICENSE

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README

        
# Torch Pitch Shift

Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

[View on PyPI](https://pypi.org/project/torch-pitch-shift/) / [View Documentation](https://kentonishi.github.io/torch-pitch-shift/)

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## About

This package includes two main features:

* Pitch-shift audio clips quickly using PyTorch (with CUDA support)

* Calculate efficient pitch-shift targets (useful for augmentation, where speed is more important than precise pitch-shifts)

> Also check out [torch-time-stretch](https://github.com/KentoNishi/torch-time-stretch), a sister project for time-stretching.

## Installation

```bash

pip install torch-pitch-shift

```

## Usage

### Example

Check out [example.py](https://github.com/KentoNishi/torch-pitch-shift/blob/master/example.py) to see `torch-pitch-shift` in action!

## Documentation

See the [documentation page](https://kentonishi.github.io/torch-pitch-shift/) for detailed documentation!

## Contributing

Please feel free to submit issues or pull requests!