Speech Enhancement using Self-supervised Pre-trained Model and Discrete Hidden Unit

Noisy test samples and enhanced test samples

1a）noisy speech：  1b) enhanced speech:

2a) noisy speech:   2b) enhanced speech:

3a) noisy speech:   3b) enhanced speech:

4a) noisy speech:   4b) enhanced speech:

5a) noisy speech:   5b) enhanced speech:

6a) noisy speech:   6b) enhanced speech:

7a) noisy speech:   7b) enhanced speech:

8a) noisy speech:   8b) enhanced speech:

9a) noisy speech:   9b) enhanced speech:

10a) noisy speech:   10b) enhanced speech:

Reference source code

1. WavLM Pre-trained Model WavLM

2. DEMUCS source code demucs

3. Vector quantization code: vector_quantizer