1. A method implemented by one or more computing devices, the method comprising: capturing temporal dependencies in sound data modeled through use of a recurrent neural network (RNN); employing the captured temporal dependencies as part of feature extraction performed using nonnegative matrix factorization (NMF); and performing one or more sound processing techniques on the sound data based at least in part on the feature extraction.