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shahules786 2022-11-23 17:27:43 +05:30
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README.md
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@ -20,7 +20,7 @@ mayavoz is a Pytorch-based opensource toolkit for speech enhancement. It is desi
## Quick Start :fire: ## Quick Start :fire:
``` python ``` python
from mayavoz import Mayamodel from mayavoz.models import Mayamodel
model = Mayamodel.from_pretrained("shahules786/mayavoz-waveunet-valentini-28spk") model = Mayamodel.from_pretrained("shahules786/mayavoz-waveunet-valentini-28spk")
model("noisy_audio.wav") model("noisy_audio.wav")
@ -33,7 +33,9 @@ model("noisy_audio.wav")
| 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 | Vctk-28spk | 0.961 | 2.56 | shahules786/mayavoz-demucs-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 | | DCCRN | Vctk-28spk | 0.724 | 2.55 | shahules786/mayavoz-dccrn-valentini-28spk |
| Demucs | DNS2020 (20hrs) | 0.56 | 1.26 | shahules786/mayavoz-demucs-dns2020-20hr |
Test scores are based on respective test set associated with train dataset.
## Installation ## Installation
Only Python 3.8+ is officially supported (though it might work with Python 3.7) Only Python 3.8+ is officially supported (though it might work with Python 3.7)
@ -56,3 +58,10 @@ git clone url
cd mayavoz cd mayavoz
pip install -e . pip install -e .
``` ```
## Support
For commercial enquiries and scientific consulting, please [contact me](https://shahules786.github.io/).
### Acknowledgements
Sincere gratitude to [AMPLYFI](https://amplyfi.com/) for supporting this project.