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SOTA
Speech Separation
Speech Separation On Wsj0 3Mix
Speech Separation On Wsj0 3Mix
评估指标
SI-SDRi
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
SI-SDRi
Paper Title
Repository
Gated DualPathRNN
16.85
Voice Separation with an Unknown Number of Multiple Speakers
Sandglasset
17.1
Sandglasset: A Light Multi-Granularity Self-attentive Network For Time-Domain Speech Separation
MossFormer (M) + DM
20.8
MossFormer: Pushing the Performance Limit of Monaural Speech Separation using Gated Single-Head Transformer with Convolution-Augmented Joint Self-Attentions
MossFormer (L) + DM
21.2
MossFormer: Pushing the Performance Limit of Monaural Speech Separation using Gated Single-Head Transformer with Convolution-Augmented Joint Self-Attentions
SepTDA
23.7
Boosting Unknown-number Speaker Separation with Transformer Decoder-based Attractor
-
Separate And Diffuse
20.9
Separate And Diffuse: Using a Pretrained Diffusion Model for Improving Source Separation
-
MossFormer2
22.2
MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation
SepIt
20.1
SepIt: Approaching a Single Channel Speech Separation Bound
-
SepFormer
19.5
Attention is All You Need in Speech Separation
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