Mamba-in-Speech

Mamba in Speech: Towards an Alternative to Self-Attention

This repository contains the official implementation of the paper Mamba in Speech: Towards an Alternative to Self-Attention.

Overview

For ASR task, we provided espnet related files and Pytorch Version of ConBiMamba.

For Speech Enhancement task, the pipeline is done by Pytorch

Citation

If you find this code useful in your research, please consider citing our paper:

@article{zhang2024mamba,
  title={Mamba in Speech: Towards an Alternative to Self-Attention},
  author={Zhang, Xiangyu and Zhang, Qiquan and Liu, Hexin and Xiao, Tianyi and Qian, Xinyuan and Ahmed, Beena and Ambikairajah, Eliathamby and Li, Haizhou and Epps, Julien},
  journal={arXiv preprint arXiv:2405.12609},
  year={2024}
}