Speech Separation Models

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Audio • 6 methods

Estimate individual speech signals from a mixture.

Methods

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Method	Year	Papers
SepFormer Attention is All You Need in Speech Separation	2020	9
ConvTasNet Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation	2018	8
VoiceFilter-Lite VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition	2020	3
Directional Sparse Filtering Learning complex-valued latent filters with absolute cosine similarity	2017	2
Separate And Diffuse Separate And Diffuse: Using a Pretrained Diffusion Model for Improving Source Separation	2023	1