Gaowei-Xu/speech-denoising

speech-denoising

1. Denoise the test audio data based on pre-trained model

$ python3 infer.py

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2. Train the model from scratch

Step 1: download trainset and unzip them into noisy/ and clean/ directories, respectively under traindata/ folder.

$ wget -c http://datashare.is.ed.ac.uk/bitstream/handle/10283/1942/noisy_trainset_wav.zip
$ wget -c http://datashare.is.ed.ac.uk/bitstream/handle/10283/1942/clean_trainset_wav.zip

Step 2: start to train the model

$ python3 train.py

Step 3: use your optimal trained model to infer the test data (modify the model parameters configured path in config.py)

Step 4: denoise the test audio data

$ python3 infer.py