Kouhei Sekiguchi

Fast Multichannel Nonnegative Matrix Factorization With Directivity-Aware Jointly-Diagonalizable Spatial Covariance Matrices for Blind Source Separation

Kouhei Sekiguchi, Yoshiaki Bando, Aditya Arie Nugraha et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2020 · 63 citations · Full text

Source Separation, Low-rank Approximation, Multichannel Nmf +13

Fast Multichannel Source Separation Based on Jointly Diagonalizable Spatial Covariance Matrices

Kouhei Sekiguchi, Aditya Arie Nugraha, Yoshiaki Bando et al. · 2019 · 50 citations

Source Separation, Low-rank Approximation, Engineering +14

Semi-Supervised Multichannel Speech Enhancement With a Deep Speech Prior

Kouhei Sekiguchi, Yoshiaki Bando, Aditya Arie Nugraha et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2019 · 45 citations · Full text

Engineering, Machine Learning, Speech Enhancement +17

Bayesian Multichannel Speech Enhancement with a Deep Speech Prior

Kouhei Sekiguchi, Yoshiaki Bando, Kazuyoshi Yoshii et al. · 2018 · 40 citations

Source Separation, Engineering, Machine Learning +17

Neural Full-Rank Spatial Covariance Analysis for Blind Source Separation

Yoshiaki Bando, Kouhei Sekiguchi, Yoshiki Masuyama et al. · IEEE Signal Processing Letters · 2021 · 25 citations · Full text

Source Separation, Engineering, Machine Learning +15