Speech Enhancement on Deep Noise Suppression (DNS) Challenge

Metric: PESQ-NB (higher is better)

LeaderboardDataset

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#	Model↕	PESQ-NB▼	Extra Data	Paper	Date↕	Code
1	ZipEnhancer (M)	4.08	No	-	-	-
2	ZipEnhancer (S)	3.99	No	-	-	-
3	MP-SENet	3.92	No	Explicit Estimation of Magnitude and Phase Spect...	2023-08-17	Code
4	BSRNN-S + MRSD	3.89	No	High Fidelity Speech Enhancement with Band-split...	2022-12-01	Code
5	BSRNN-16k	3.87	No	High Fidelity Speech Enhancement with Band-split...	2022-12-01	Code
6	BSRNN-S + MGD	3.85	No	High Fidelity Speech Enhancement with Band-split...	2022-12-01	Code
7	BSRNN	3.79	No	High Fidelity Speech Enhancement with Band-split...	2022-12-01	Code
8	MFNET	3.74	No	A Mask Free Neural Network for Monaural Speech E...	2023-06-07	Code
9	FullSubNet+	3.666	No	FullSubNet+: Channel Attention FullSubNet with C...	2022-03-23	Code
10	CleanUNet-2	3.658	No	CleanUNet 2: A Hybrid Speech Denoising Model on ...	2023-09-12	-
11	CleanUNet	3.551	No	Speech Denoising in the Waveform Domain with Sel...	2022-02-15	Code
12	SN-Net	3.39	No	Interactive Speech and Noise Modeling for Speech...	2020-12-17	-
13	FullSubNet	3.305	No	FullSubNet: A Full-Band and Sub-Band Fusion Mode...	2020-10-29	Code
14	DCCRN-E-Aug	3.214	No	-	-	Code
15	DTLN	3.04	No	-	-	Code
16	DCCRN-E	3.04	No	-	-	Code
17	Non-Real-Time MultiScale+	3.01	No	Phase-aware Single-stage Speech Denoising and De...	2020-06-01	Code
18	Proposed (0.35)	2.65	No	Weighted Speech Distortion Losses for Neural-net...	2020-02-12	Code