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

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shahules786 2022-11-23 17:10:51 +05:30
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README.md
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@ -2,12 +2,15 @@
<img src="https://user-images.githubusercontent.com/25312635/195514652-e4526cd1-1177-48e9-a80d-c8bfdb95d35f.png" />
</p>
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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:
* 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
from mayavoz import Mayamodel
model = Mayamodel.from_pretrained("mayavoz/waveunet")
model = Mayamodel.from_pretrained("shahules786/mayavoz-waveunet-valentini-28spk")
model("noisy_audio.wav")
```
## Recipes
| Model | Dataset | STOI | PESQ | URL |
| :---: | :---: | :---: | :---: | :---: |
| 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 |
| DCCRN | DNS-2020 (30hrs) | | | mayavoz/dccrn-vctk28 |
| Model | Dataset | STOI | PESQ | URL |
| :---: | :---: | :---: | :---: | :---: |
| WaveUnet | Vctk-28spk | 0.836 | 2.78 | shahules786/mayavoz-waveunet-valentini-28spk |
| Demucs | Vctk-28spk | 0.961 | 2.56 | shahules786/mayavoz-demucs-valentini-28spk |
| DCCRN | Vctk-28spk | 0.724 | 2.55 | shahules786/mayavoz-dccrn-valentini-28spk |
## Installation