Seich
/
mayavoz
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

Merge branch 'main' of https://github.com/shahules786/enhancer into dev

This commit is contained in:
shahules786 2022-11-23 17:10:51 +05:30
parent 65f1924593 f94bd22eb6
commit 22a1f27e63
1 changed files with 10 additions and 7 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

17
README.md
View File

@ -2,12 +2,15 @@
<img src="https://user-images.githubusercontent.com/25312635/195514652-e4526cd1-1177-48e9-a80d-c8bfdb95d35f.png" /> <img src="https://user-images.githubusercontent.com/25312635/195514652-e4526cd1-1177-48e9-a80d-c8bfdb95d35f.png" />
</p> </p>
![GitHub Workflow Status](https://img.shields.io/github/workflow/status/shahules786/enhancer/Enhancer)
![GitHub](https://img.shields.io/github/license/shahules786/enhancer)
![GitHub issues](https://img.shields.io/github/issues/shahules786/enhancer?logo=GitHub) ![GitHub issues](https://img.shields.io/github/issues/shahules786/enhancer?logo=GitHub)
![GitHub Repo stars](https://img.shields.io/github/stars/shahules786/enhancer?style=social) ![GitHub Repo stars](https://img.shields.io/github/stars/shahules786/enhancer?style=social)
![GitHub all releases](https://img.shields.io/github/downloads/shahules786/enhancer/total)
mayavoz is a Pytorch-based opensource toolkit for speech enhancement. It is designed to save time for audio researchers. Is provides easy to use pretrained audio enhancement models and facilitates highly customisable model training. mayavoz is a Pytorch-based opensource toolkit for speech enhancement. It is designed to save time for audio researchers. Is provides easy to use pretrained audio enhancement models and facilitates highly customisable model training.
| **[Quick Start](#quick-start-fire)** | **[Installation](#installation)** | **[Tutorials](https://github.com/shahules786/enhancer/notebooks/)** | **[Available Recipes](#recipes)** | **[Demo]()** | **[Quick Start](#quick-start-fire)** | **[Installation](#installation)** | **[Tutorials](https://github.com/shahules786/enhancer/tree/main/notebooks)** | **[Available Recipes](#recipes)** | **[Demo]()**
## Key features :key: ## Key features :key:
* Various pretrained models nicely integrated with huggingface :hugs: that users can select and use without any hastle. * Various pretrained models nicely integrated with huggingface :hugs: that users can select and use without any hastle.
@ -19,17 +22,17 @@ mayavoz is a Pytorch-based opensource toolkit for speech enhancement. It is desi
``` python ``` python
from mayavoz import Mayamodel from mayavoz import Mayamodel
model = Mayamodel.from_pretrained("mayavoz/waveunet") model = Mayamodel.from_pretrained("shahules786/mayavoz-waveunet-valentini-28spk")
model("noisy_audio.wav") model("noisy_audio.wav")
``` ```
## Recipes ## Recipes
| Model | Dataset | STOI | PESQ | URL | | Model | Dataset | STOI | PESQ | URL |
| :---: | :---: | :---: | :---: | :---: | | :---: | :---: | :---: | :---: | :---: |
| WaveUnet | Vctk-28spk | 0.836 | 2.78 | shahules786/mayavoz-waveunet-valentini-28spk | | WaveUnet | Vctk-28spk | 0.836 | 2.78 | shahules786/mayavoz-waveunet-valentini-28spk |
| Demucs | DNS-2020 (30hrs) | 0.961 | 2.56 | shahules786/mayavoz-demucs-valentini-28spk | | Demucs | Vctk-28spk | 0.961 | 2.56 | shahules786/mayavoz-demucs-valentini-28spk |
| DCCRN | DNS-2020 (30hrs) | | | mayavoz/dccrn-vctk28 | | DCCRN | Vctk-28spk | 0.724 | 2.55 | shahules786/mayavoz-dccrn-valentini-28spk |
## Installation ## Installation