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Multimedia Technologies Unit'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.

elfw icon elfw

Developing code on semantic segmentation for Extended Labeled Faces in the Wild

libmysofa icon libmysofa

Reader for AES SOFA files to get better HRTFs

minstrel icon minstrel

Minstrel is a FLOSS hybrid reading app specifically designed for Audio-eBooks

neuromuse icon neuromuse

Code used for experiments conducted in Neuromuse

pts icon pts

Repository for Panningtable Synthesis

sms icon sms

Repository for Spatial Matrix Synthesis

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