Speech Enhancement
Voice enhancement is a signal processing task aimed at improving the quality of speech signals captured in noisy or degraded environments. Its goal is to make the speech signal clearer, more understandable, and more pleasant to listen to, with applications spanning speech recognition, teleconferencing, and hearing aids, among others. A representative project, ClearerVoice-Studio, offers an online demonstration.
CHiME-3
Inter-Channel Conv-TasNet
DNS Challenge
ZipEnhancer
(M)
Deep Noise Suppression (DNS) Challenge
FRCRN
VoiceBank + DEMAND
CMGAN
DEMAND
Wave-U-Net
EARS-WHAM
Schrödinger Bridge (PESQ loss)
EasyCom
MaxDI (Baseline)
GRID corpus (mixed-speech)
Audio-Visual concat-ref
LibriSpeechDuplicate
spatialized DNS challenge
DeFT-AN
TCD-TIMIT corpus (mixed-speech)
WHAM!
SepFormer
WHAMR!
WSJ0 + DEMAND + RNNoise
DCUNet-MC