Speech Enhancement on Deep Noise Suppression (DNS) Challenge

Metric: SI-SDR-WB (higher is better)

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#	Model↕	SI-SDR-WB▼	Extra Data	Paper	Date↕	Code
1	TF-Locoformer (M)	23.3	No	TF-Locoformer: Transformer with Local Modeling b...	2024-08-06	Code
2	ZipEnhancer (M)	22.22	No	-	-	-
3	BSRNN-S + MRSD	21.4	No	High Fidelity Speech Enhancement with Band-split...	2022-12-01	Code
4	BSRNN-S + MGD	21.4	No	High Fidelity Speech Enhancement with Band-split...	2022-12-01	Code
5	BSRNN-S	21.3	No	High Fidelity Speech Enhancement with Band-split...	2022-12-01	Code
6	MambAttention	21.234	No	MambAttention: Mamba with Multi-Head Attention f...	2025-07-01	Code
7	ZipEnhancer (S)	21.15	No	-	-	-
8	BSRNN-16k	21.1	No	High Fidelity Speech Enhancement with Band-split...	2022-12-01	Code
9	MP-SENet	21.03	No	Explicit Estimation of Magnitude and Phase Spect...	2023-08-17	Code
10	xLSTM-SENet	20.854	No	MambAttention: Mamba with Multi-Head Attention f...	2025-07-01	Code
11	MFNET	20.31	No	A Mask Free Neural Network for Monaural Speech E...	2023-06-07	Code
12	Sudo rm -rf (U=32)	19.7	No	RemixIT: Continual self-training of speech enhan...	2022-02-17	Code
13	Sudo rm-rf (U=8)	18.6	No	Continual self-training with bootstrapped remixi...	2021-10-19	Code
14	RemixIT (w Sudo U=32)	18	Yes	Continual self-training with bootstrapped remixi...	2021-10-19	Code
15	FullSubNet	17.29	No	FullSubNet: A Full-Band and Sub-Band Fusion Mode...	2020-10-29	Code
16	FullSubNet+	16.81	No	FullSubNet+: Channel Attention FullSubNet with C...	2022-03-23	Code
17	DTLN	16.34	No	-	-	Code
18	Non-Real-Time MultiScale+	16.22	No	Phase-aware Single-stage Speech Denoising and De...	2020-06-01	Code
19	RemixIT (w Sudo U=32)	16	Yes	RemixIT: Continual self-training of speech enhan...	2022-02-17	Code
20	Noisy	9.1	No	-	-	-