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facebookresearch / denoiser

Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.
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The enhance doesn't generate denoised file #117

Closed peace20162 closed 2 years ago

peace20162 commented 2 years ago

I try it on goolgle colab and this is my code: https://colab.research.google.com/drive/1I58upB-kT4wqsqE5W2zdrFPlXUH_U-BG#scrollTo=SBNrIKi7na2v. The audio file length is about 3 secs . I follow the read-me but it doesn't generate anything. please help!

adefossez commented 2 years ago

i dont have access to the colab. I sent you a request.

peace20162 commented 2 years ago

https://colab.research.google.com/drive/1I58upB-kT4wqsqE5W2zdrFPlXUH_U-BG?usp=sharing sorry i didnt change share setting. @adefossez

adefossez commented 2 years ago

can you show the error you are getting ?

peace20162 commented 2 years ago

it doesn't show any error but it doesn't have enhanced wav file in enhanced folder.

peace20162 commented 2 years ago

Screenshot 2022-04-04 163740

adefossez commented 2 years ago

you need to pass --noisy_dir /content (it needs to be a folder, not a file, all files in the folder will be processed).

peace20162 commented 2 years ago

thank you. it work now.