2 papers
cs.SD2019
Recursive speech separation for unknown number of speakers
Naoya Takahashi, Sudarsanam Parthasaarathy, Nabarun Goswami +1
In this paper we propose a method of single-channel speaker-independent multi-speaker speech separation for an unknown number of speakers. As opposed to previous works, in which th…
cs.SD2018
MMDenseLSTM: An efficient combination of convolutional and recurrent neural networks for audio source separation
Naoya Takahashi, Nabarun Goswami, Yuki Mitsufuji
Deep neural networks have become an indispensable technique for audio source separation (ASS). It was recently reported that a variant of CNN architecture called MMDenseNet was suc…