Exploring Self-Attention Mechanisms for Speech Separation

Exploring Self-Attention Mechanisms for Speech Separation

6 February 2022

Mirco Ravanelli

Samuele Cornell

François Grondin

Papers citing "Exploring Self-Attention Mechanisms for Speech Separation"

8 / 8 papers shown

Title
Towards Audio Codec-based Speech Separation J. Yip Shengkui Zhao Dianwen Ng Eng Siong Chng Bin Ma 27 6 0 18 Jun 2024
Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech Separation Xilin Jiang Cong Han N. Mesgarani Mamba 31 41 0 27 Mar 2024
CrossNet: Leveraging Global, Cross-Band, Narrow-Band, and Positional Encoding for Single- and Multi-Channel Speaker Separation Vahid Ahmadi Kalkhorani DeLiang Wang 28 3 0 06 Mar 2024
Generative Pre-training for Speech with Flow Matching Alexander H. Liu Matt Le Apoorv Vyas Bowen Shi Andros Tjandra Wei-Ning Hsu 19 31 0 25 Oct 2023
SPGM: Prioritizing Local Features for enhanced speech separation performance J. Yip Shengkui Zhao Yukun Ma Chongjia Ni Chong Zhang ... Trung Hieu Nguyen Kun Zhou Dianwen Ng E. Chng B. Ma MoE VLM 25 4 0 22 Sep 2023
Resource-Efficient Separation Transformer Luca Della Libera Cem Subakan Mirco Ravanelli Samuele Cornell Frédéric Lepoutre François Grondin VLM 35 15 0 19 Jun 2022
Don't shoot butterfly with rifles: Multi-channel Continuous Speech Separation with Early Exit Transformer Sanyuan Chen Yu-Huan Wu Zhuo Chen Takuya Yoshioka Shujie Liu Jinyu Li 24 26 0 23 Oct 2020
Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech Separation Jing-jing Chen Qi-rong Mao Dong Liu 54 280 0 28 Jul 2020