Speech Enhancement on EARS-WHAM

Metric: DNSMOS (higher is better)

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#	Model↕	DNSMOS▼	Extra Data	Paper	Date↕	Code
1	SGMSE+	3.88	No	Speech Enhancement and Dereverberation with Diff...	2022-08-11	Code
2	Schrödinger Bridge	3.83	No	Schrödinger Bridge for Generative Speech Enhance...	2024-07-22	-
3	Schrödinger Bridge (PESQ loss)	3.72	No	Investigating Training Objectives for Generative...	2024-09-16	Code
4	Demucs v4	3.66	No	Hybrid Transformers for Music Source Separation	2022-11-15	Code
5	Conv-TasNet	3.47	No	Conv-TasNet: Surpassing Ideal Time-Frequency Mag...	2018-09-20	Code
6	CDiffuSE	2.87	No	Conditional Diffusion Probabilistic Model for Sp...	2022-02-10	Code

#1SGMSE+SOTA
3.88
DNSMOS· 2022-08-11
Speech Enhancement and Dereverberation with Diffusion-based Generative Models Code
#2Schrödinger Bridge
3.83
DNSMOS· 2024-07-22
Schrödinger Bridge for Generative Speech Enhancement
#3Schrödinger Bridge (PESQ loss)
3.72
DNSMOS· 2024-09-16
Investigating Training Objectives for Generative Speech Enhancement Code
#4Demucs v4
3.66
DNSMOS· 2022-11-15
Hybrid Transformers for Music Source Separation Code
#5Conv-TasNetSOTA
3.47
DNSMOS· 2018-09-20
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Code
#6CDiffuSE
2.87
DNSMOS· 2022-02-10
Conditional Diffusion Probabilistic Model for Speech Enhancement Code