https://github.com/kentonishi/torch-time-stretch

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

audio-augmentation augmentation gpu-support pytorch sound-processing time-stretch torch torchaudio

Last synced: 5 months ago
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Time-stretch audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

• Host: GitHub
• URL: https://github.com/kentonishi/torch-time-stretch
• Owner: KentoNishi
• License: mit
• Created: 2021-10-10T17:41:46.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2022-09-05T05:13:41.000Z (over 2 years ago)
• Last Synced: 2024-04-25T19:02:23.024Z (about 1 year ago)
• Topics: audio-augmentation, augmentation, gpu-support, pytorch, sound-processing, time-stretch, torch, torchaudio
• Language: Python
• Homepage: https://kentonishi.github.io/torch-time-stretch/
• Size: 7.16 MB
• Stars: 34
• Watchers: 2
• Forks: 3
• Open Issues: 1
• Metadata Files:
  • Readme: readme.md
  • License: LICENSE

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README

        
# Torch Time Stretch

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

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

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## About

This package includes two main features:

* Time-stretch audio clips quickly using PyTorch (with CUDA support)

* Calculate efficient time-stretch targets (useful for augmentation, where speed is more important than precise time-stretches)

> Also check out [torch-pitch-shift](https://github.com/KentoNishi/torch-pitch-shift), a sister project for pitch-shifting.

## Installation

```bash

pip install torch-time-stretch

```

## Usage

### Example

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

## Documentation

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

## Contributing

Please feel free to submit issues or pull requests!