Speech Enhancement
语音增强是一种信号处理任务,旨在改善在嘈杂或退化环境中捕获的语音信号质量。其目标是使语音信号更清晰、更易理解且更悦耳动听,广泛应用于语音识别、电话会议和助听器等领域。代表性项目如ClearerVoice-Studio提供了在线演示。
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