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

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<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>
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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. 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.
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``` 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")
``` ```
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| 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