Daichi Kitamura

Determined Blind Source Separation Unifying Independent Vector Analysis and Nonnegative Matrix Factorization

Daichi Kitamura, Nobutaka Ono, Hiroshi Sawada et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2016 · 364 citations

Source Separation, Low-rank Approximation, Engineering +14

Independent Deeply Learned Matrix Analysis for Determined Audio Source Separation

Naoki Makishima, Shinichi Mogami, Norihiro Takamune et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2019 · 78 citations · Full text

Source Separation, Engineering, Machine Learning +16

Generalized independent low-rank matrix analysis using heavy-tailed distributions for blind source separation

Daichi Kitamura, Shinichi Mogami, Yoshiki Mitsui et al. · EURASIP Journal on Advances in Signal Processing · 2018 · 53 citations · Full text

Efficient multichannel nonnegative matrix factorization exploiting rank-1 spatial model

Daichi Kitamura, Nobutaka Ono, Hiroshi Sawada et al. · 2015 · 48 citations

Source Separation, Multichannel Nmf, Engineering +9

Phase Reconstruction from Amplitude Spectrograms Based on Von-Mises-Distribution Deep Neural Network

Shinnosuke Takamichi, Yuki Saito, Norihiro Takamune et al. · 2018 · 44 citations

Engineering, Spectrum Estimation, Speech Recognition +22