Speech Separation on WSJ0-2mix

Metric: Number of parameters (M) (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Number of parameters (M)▼	Extra Data	Paper	Date↕	Code
1	SepReformer-L	59.4	No	Separate and Reconstruct: Asymmetric Encoder-Dec...	2024-06-10	Code
2	MossFormer2 (L)	55.7	No	-	-	Code
3	MossFormer (L) + DM	42.1	No	MossFormer: Pushing the Performance Limit of Mon...	2023-02-23	Code
4	SPGM + DM	26.2	No	SPGM: Prioritizing Local Features for enhanced s...	2023-09-22	Code
5	SPGM	26.2	No	SPGM: Prioritizing Local Features for enhanced s...	2023-09-22	Code
6	TF-Locoformer (L) + DM	22.5	No	TF-Locoformer: Transformer with Local Modeling b...	2024-08-06	Code
7	TF-Locoformer (L)	22.5	No	TF-Locoformer: Transformer with Local Modeling b...	2024-08-06	Code
8	TF-Locoformer (M) + DM	15	No	TF-Locoformer: Transformer with Local Modeling b...	2024-08-06	Code
9	TF-Locoformer (M)	15	No	TF-Locoformer: Transformer with Local Modeling b...	2024-08-06	Code
10	Conv-TasNet	5.1	No	Conv-TasNet: Surpassing Ideal Time-Frequency Mag...	2018-09-20	Code
11	TF-Locoformer (S) + DM	5	No	TF-Locoformer: Transformer with Local Modeling b...	2024-08-06	Code
12	TF-Locoformer (S)	5	No	TF-Locoformer: Transformer with Local Modeling b...	2024-08-06	Code
13	Deformable TCN + Dynamic Mixing	3.6	No	Deformable Temporal Convolutional Networks for M...	2022-10-27	Code
14	Deformable TCN + Shared Weights + Dynamic Mixing	1.3	No	Deformable Temporal Convolutional Networks for M...	2022-10-27	Code