Mamba in Speech: Towards an Alternative to Self-Attention

Mamba in Speech: Towards an Alternative to Self-Attention

21 May 2024

Xiangyu Zhang

Xinyuan Qian

E. Ambikairajah

Haizhou Li

Papers citing "Mamba in Speech: Towards an Alternative to Self-Attention"

5 / 5 papers shown

Title
CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel Pruning Sjoerd Groot Qinyu Chen Jan C. van Gemert Chang Gao Mamba 45 0 0 14 Oct 2024
Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity Mutian He Philip N. Garner 80 0 0 09 Oct 2024
DocMamba: Efficient Document Pre-training with State Space Model Pengfei Hu Zhenrong Zhang Jiefeng Ma Shuhang Liu Jun Du Jianshu Zhang Mamba 30 1 0 18 Sep 2024
SELD-Mamba: Selective State-Space Model for Sound Event Localization and Detection with Source Distance Estimation Da Mu Zhicheng Zhang Haobo Yue Zehao Wang Jin Tang Jianqin Yin Mamba 32 1 0 09 Aug 2024
Multichannel Long-Term Streaming Neural Speech Enhancement for Static and Moving Speakers Changsheng Quan Xiaofei Li 39 23 0 12 Mar 2024