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name
oscarliau/denoiser
name
facebook/react
is In Organization
No
is In Organization
Yes
description
(For 16kHz audio only) 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.
description
The library for web and native user interfaces.
homepage
homepage
https://react.dev
url
https://githubhelp/oscarliau/denoiser
url
https://githubhelp/facebook/react
disk Usage
76112
dis kUsage
610497
stargazer Count
0
stargazer Count
227655
forkCount
0
forkCount
46444
watcher Count
0
watcher Count
227655
created At
2021-08-11
created At
2013-05-25
license Info
Other
license Info
MIT License
issues
0
issues
50
languages
2
languages
12
repository Topics
0
repository Topics
6
owner
oscarliau
owner
facebook
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owner Avatar
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other
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