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XinLiu's Projects

amphion icon amphion

Amphion (/æmˈfaɪən/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, music, and speech generation research and development.

aps icon aps

A workspace for single/multi-channel speech enhancement & separation & recognition.

aqua-tk icon aqua-tk

AQUA-Tk = Audio QUality Assessment-Toolkit. (In development)

bssd icon bssd

Blind Source Separation and Dereverberation

causal-u-net icon causal-u-net

unofficial PyTorch implementation of 《A Causal U-net based Neural Beamforming Network for Real-Time Multi-Channel Speech Enhancement》

demucs icon demucs

Code for the paper Music Source Separation in the Waveform Domain

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.

dns-challenge icon dns-challenge

This repo contains the scripts, models and required files for the Interspeech 2020 Deep Noise Suppression (DNS) Challenge. We are open sourcing clean speech and noise files as well. Participants of this challenge will use the scripts from this repo to create data to train their noise suppressors. They will compare their method with our baseline noise suppressor and report the results.

eusipco2019 icon eusipco2019

The code used for EUSIPCO 2019. The latest version is available in SoundSourceSeparation repository.

freevc icon freevc

FreeVC: Towards High-Quality Text-Free One-Shot Voice Conversion

groove2groove icon groove2groove

Code for "Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data"

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