Unified approach for audio source separation with multichannel factorial HMM and DOA mixture model

Abstract

We deal with the problems of blind source separation, dereverberation, audio event detection and direction-of-arrival (DOA) estimation. We previously proposed a generative model of multichannel signals called the multichannel facto rial hidden Markov model, which allows us to simultaneously solve these problems through a joint optimization problem… (More)
DOI: 10.1109/EUSIPCO.2015.7362743

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@article{Higuchi2015UnifiedAF, title={Unified approach for audio source separation with multichannel factorial HMM and DOA mixture model}, author={Takuya Higuchi and Hirokazu Kameoka}, journal={2015 23rd European Signal Processing Conference (EUSIPCO)}, year={2015}, pages={2043-2047} }