Speech Separation on WSJ0-2mix

Metric: SDRi (higher is better)

LeaderboardDataset

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#	Model↕	SDRi▼	Extra Data	Paper	Date↕	Code
1	TF-Locoformer (L) + DM	25.2	No	TF-Locoformer: Transformer with Local Modeling b...	2024-08-06	Code
2	SepReformer-L	25.2	No	Separate and Reconstruct: Asymmetric Encoder-Dec...	2024-06-10	Code
3	TF-Locoformer (M) + DM	24.7	No	TF-Locoformer: Transformer with Local Modeling b...	2024-08-06	Code
4	TF-Locoformer (L)	24.3	No	TF-Locoformer: Transformer with Local Modeling b...	2024-08-06	Code
5	TF-Locoformer (M)	23.8	No	TF-Locoformer: Transformer with Local Modeling b...	2024-08-06	Code
6	TF-Locoformer (S) + DM	23	No	TF-Locoformer: Transformer with Local Modeling b...	2024-08-06	Code
7	SepMamba + DM (M)	22.9	No	SepMamba: State-space models for speaker separat...	2024-10-28	Code
8	SepFormer	22.4	No	Attention is All You Need in Speech Separation	2020-10-25	Code
9	Wavesplit v2	22.3	No	Wavesplit: End-to-End Speech Separation by Speak...	2020-02-20	-
10	TF-Locoformer (S)	22.1	No	TF-Locoformer: Transformer with Local Modeling b...	2024-08-06	Code
11	DPTNet (Libri1Mix speech enhancement pre-trained)	21.5	Yes	Stabilizing Label Assignment for Speech Separati...	2020-10-29	Code
12	SepMamba + DM (S)	21.4	No	SepMamba: State-space models for speaker separat...	2024-10-28	Code
13	Deformable TCN + Dynamic Mixing	17.4	No	Deformable Temporal Convolutional Networks for M...	2022-10-27	Code
14	Deformable TCN + Shared Weights + Dynamic Mixing	16.3	No	Deformable Temporal Convolutional Networks for M...	2022-10-27	Code
15	Conv-TasNet	15.6	No	Conv-TasNet: Surpassing Ideal Time-Frequency Mag...	2018-09-20	Code