Speech Separation on WHAMR!

Metric: SI-SDRi (higher is better)

LeaderboardDataset

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#	Model↕	SI-SDRi▼	Extra Data	Paper	Date↕	Code
1	TF-Locoformer (M)	18.5	No	TF-Locoformer: Transformer with Local Modeling b...	2024-08-06	Code
2	TF-Locoformer (S)	17.4	No	TF-Locoformer: Transformer with Local Modeling b...	2024-08-06	Code
3	SepReformer-L + DM	17.1	No	Separate and Reconstruct: Asymmetric Encoder-Dec...	2024-06-10	Code
4	MossFormer2	17	No	-	-	Code
5	MossFormer (L) + DM	16.3	No	MossFormer: Pushing the Performance Limit of Mon...	2023-02-23	Code
6	TD-Conformer (XL) + DM	14.6	No	On Time Domain Conformer Models for Monaural Spe...	2023-10-09	Code
7	Improved Sudo rm -rf (U=36)	13.5	No	Compute and memory efficient universal sound sou...	2021-03-03	Code
8	TD-Conformer (L) + DM	13.4	No	On Time Domain Conformer Models for Monaural Spe...	2023-10-09	Code
9	Wavesplit	13.2	No	Wavesplit: End-to-End Speech Separation by Speak...	2020-02-20	-
10	DPTNET - SRSSN	12.3	No	Stepwise-Refining Speech Separation Network via ...	2021-10-10	-
11	DPRNN - SRSSN	12.3	No	Stepwise-Refining Speech Separation Network via ...	2021-10-10	-
12	VSUNOS	12.2	No	Voice Separation with an Unknown Number of Multi...	2020-02-29	Code
13	Sudo rm -rf (U=16)	12.1	No	Sudo rm -rf: Efficient Networks for Universal Au...	2020-07-14	Code
14	TD-Confomer (M) + DM	12	No	On Time Domain Conformer Models for Monaural Spe...	2023-10-09	Code
15	Deformable TCN + Dynamic Mixing	11.1	No	Deformable Temporal Convolutional Networks for M...	2022-10-27	Code
16	TD-Confomer (S)	10.5	No	On Time Domain Conformer Models for Monaural Spe...	2023-10-09	Code
17	Deformable TCN + Shared Weights + Dynamic Mixing	10.1	No	Deformable Temporal Convolutional Networks for M...	2022-10-27	Code
18	Bi-LSTM-TASNET	9.2	No	WHAM!: Extending Speech Separation to Noisy Envi...	2019-07-02	Code