# VoiceBank Speech Enhancement with Waveform mapping
This recipe implements a speech enhancement system based on waveform mapping
with the VoiceBank dataset.

!!Add downloading instructions!!

# How to run
python train.py train/train.yaml

# Results

| Release | hyperparams file | Test WER | Model link | GPUs |
|:-------------:|:---------------------------:| -----:| -----:| --------:| :-----------:|
| 20-05-22 | train.yaml | -.-- | Not Available | 1xV100 32GB |


# PreTrained Model
You can find the full experiment folder (i.e., checkpoints, logs, etc) here:
https://drive.google.com/drive/folders/1IV3ohFracK0zLH-ZGb3LTas-l3ZDFDPW?usp=sharing



# **About SpeechBrain**
- Website: https://speechbrain.github.io/
- Code: https://github.com/speechbrain/speechbrain/
- HuggingFace: https://huggingface.co/speechbrain/


# **Citing SpeechBrain**
Please, cite SpeechBrain if you use it for your research or business.

```bibtex
@misc{speechbrain,
  title={SpeechBrain: A General-Purpose Speech Toolkit},
  author={Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju-Chieh Chou and Sung-Lin Yeh and Szu-Wei Fu and Chien-Feng Liao and Elena Rastorgueva and François Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio},
  year={2021},
  eprint={2106.04624},
  archivePrefix={arXiv},
  primaryClass={eess.AS}
}
```

