Kuray107 / S4ND-U-Net_speech_enhancement

Neural State Space Machine (SSM) for Speech Enhancement

This is the implemenation code repo for paper "A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models". To appear in Interspeech 2023.

• Run and Print the Loss

cd S4ND-U-Net_speech_enhancement/model
python S4ND-U-Net.py

Paper

Reference

@article{ku2023multi,
  title={A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models},
  author={Ku, Pin-Jui and Yang, Chao-Han Huck and Siniscalchi, Sabato Marco and Lee, Chin-Hui},
  journal={arXiv preprint arXiv:2306.00331},
  year={2023}
}