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Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and its Application to Speaker Stream Separation
Recently, the source separation performance was greatly improved by time-domain audio source separation based on dualpath recurrent neural network (DPRNN).DPRNN is a simple but effective model for a long sequential data.While DPRNN is quite efficient in modeling a sequential data of the length of an utterance, i.e., about 5 to …