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Harry Coultas Blum's Projects

denoiser icon 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.

descript-audio-codec icon descript-audio-codec

State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.

dynamoose-caching icon dynamoose-caching

A plugin for the dynamoose module that allows you to integrate custom caching strategies

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

loudmouth icon loudmouth

Xamarin.Android App that uses the MS Speaker Recognition API

nano icon nano

Blueprint project for starting simple torch repos

nanodrz icon nanodrz

Speaker Diarization with Transformers

prelect icon prelect

Predicting the General Election in the UK

pyannote-database icon pyannote-database

Reproducible experimental protocols for multimedia (audio, video, text) database

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