Speech Enhancement on WHAMR!

Metric: PESQ (higher is better)

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#	Model↕	PESQ▼	Extra Data	Paper	Date↕	Code
1	WD-TCN	3.5	No	Utterance Weighted Multi-Dilation Temporal Convo...	2022-05-17	Code
2	Conv-TasNet DAE	3.46	No	Receptive Field Analysis of Temporal Convolution...	2022-04-13	Code
3	Non-Real-Time MultiScale+	3.16	No	Phase-aware Single-stage Speech Denoising and De...	2020-06-01	Code
4	SepFormer	2.84	No	Exploring Self-Attention Mechanisms for Speech S...	2022-02-06	Code
5	DTLN	2.23	No	-	-	Code
6	Unprocessed	1.83	No	-	-	-
7	Non-Real-Time MultiScale+	1.52	No	Phase-aware Single-stage Speech Denoising and De...	2020-06-01	Code

#1WD-TCNSOTA
3.5
PESQ· 2022-05-17
Utterance Weighted Multi-Dilation Temporal Convolutional Networks for Monaural Speech Dereverberation Code
#2Conv-TasNet DAESOTA
3.46
PESQ· 2022-04-13
Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech Dereverberation Code
#3Non-Real-Time MultiScale+SOTA
3.16
PESQ· 2020-06-01
Phase-aware Single-stage Speech Denoising and Dereverberation with U-Net Code
#4SepFormer
2.84
PESQ· 2022-02-06
Exploring Self-Attention Mechanisms for Speech Separation Code
#5DTLN
2.23
PESQ
No paperCode
#6Unprocessed
1.83
PESQ
No paper
#7Non-Real-Time MultiScale+
1.52
PESQ· 2020-06-01
Phase-aware Single-stage Speech Denoising and Dereverberation with U-Net Code