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README.md
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# SepFormer trained on WHAM!
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This repository provides all the necessary tools to perform audio source separation with a [SepFormer](https://arxiv.org/abs/2010.13154v2) model, implemented with SpeechBrain, and pretrained on [WHAMR!](http://wham.whisper.ai/) dataset with 16k sampling frequency, which is basically a version of WSJ0-Mix dataset with environmental noise and reverberation in 16k. For a better experience we encourage you to learn more about [SpeechBrain](https://speechbrain.github.io). The given model performance is 13.5 dB SI-SNRi on the test set of WHAMR! dataset.
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| Release | Test-Set SI-SNRi | Test-Set SDRi |
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|:-------------:|:--------------:|:--------------:|
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| 30-03-21 | 13.5 dB | 13.0 dB |
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year = {2021},
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publisher = {GitHub},
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journal = {GitHub repository},
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howpublished = {
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}
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```
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# SepFormer trained on WHAM!
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This repository provides all the necessary tools to perform audio source separation with a [SepFormer](https://arxiv.org/abs/2010.13154v2) model, implemented with SpeechBrain, and pretrained on [WHAMR!](http://wham.whisper.ai/) dataset with 16k sampling frequency, which is basically a version of WSJ0-Mix dataset with environmental noise and reverberation in 16k. For a better experience we encourage you to learn more about [SpeechBrain](https://speechbrain.github.io). The given model performance is 13.5 dB SI-SNRi on the test set of WHAMR! dataset.
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| Release | Test-Set SI-SNRi | Test-Set SDRi |
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|:-------------:|:--------------:|:--------------:|
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| 30-03-21 | 13.5 dB | 13.0 dB |
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year = {2021},
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publisher = {GitHub},
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journal = {GitHub repository},
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howpublished = {\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\url{https://github.com/speechbrain/speechbrain}},
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}
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```
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