A tensorflow implementation for Deep clustering: Discriminative embeddings for segmentation and separation
This is a tensorflow implementation of the deep clustering paper: https://arxiv.org/abs/1508.04306 A few exmaples from the test set can be viewed in visualizationsamples/ and speechsamples/
Python 2 and its packages: * tensorflow r0.11 * numpy * scikit-learn * matplotlib * librosa
The optimizer is not the same as that in the original paper, and also no 3 speaker mixture generator is provided, and we are moving on to the next stage of work and will not bother to do that. If you are interested and implemente that, we are glad to merge your branch.