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Daichi Kitamura
Daichi Kitamura
National Institute of Technology, Kagawa College
Verified email at ieee.org - Homepage
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Year
Determined blind source separation unifying independent vector analysis and nonnegative matrix factorization
D Kitamura, N Ono, H Sawada, H Kameoka, H Saruwatari
IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (9), 1626 …, 2016
4042016
The 2016 signal separation evaluation campaign
A Liutkus, FR Stöter, Z Rafii, D Kitamura, B Rivet, N Ito, N Ono, ...
Latent Variable Analysis and Signal Separation: 13th International …, 2017
2432017
A review of blind source separation methods: two converging routes to ILRMA originating from ICA and NMF
H Sawada, N Ono, H Kameoka, D Kitamura, H Saruwatari
APSIPA Transactions on Signal and Information Processing 8, e12, 2019
1192019
Determined blind source separation with independent low-rank matrix analysis
D Kitamura, N Ono, H Sawada, H Kameoka, H Saruwatari
Audio source separation, 125-155, 2018
822018
Independent deeply learned matrix analysis for determined audio source separation
N Makishima, S Mogami, N Takamune, D Kitamura, H Sumino, ...
IEEE/ACM Transactions on Audio, Speech, and Language Processing 27 (10 …, 2019
752019
Efficient multichannel nonnegative matrix factorization exploiting rank-1 spatial model
D Kitamura, N Ono, H Sawada, H Kameoka, H Saruwatari
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
622015
Generalized independent low-rank matrix analysis using heavy-tailed distributions for blind source separation
D Kitamura, S Mogami, Y Mitsui, N Takamune, H Saruwatari, N Ono, ...
EURASIP Journal on Advances in Signal Processing 2018 (1), 1-25, 2018
532018
Phase reconstruction from amplitude spectrograms based on von-Mises-distribution deep neural network
S Takamichi, Y Saito, N Takamune, D Kitamura, H Saruwatari
2018 16th International Workshop on Acoustic Signal Enhancement (IWAENC …, 2018
472018
Multichannel signal separation combining directional clustering and nonnegative matrix factorization with spectrogram restoration
D Kitamura, H Saruwatari, H Kameoka, Y Takahashi, K Kondo, ...
IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (4), 654-669, 2015
462015
Independent deeply learned matrix analysis for multichannel audio source separation
S Mogami, H Sumino, D Kitamura, N Takamune, S Takamichi, ...
2018 26th European Signal Processing Conference (EUSIPCO), 1557-1561, 2018
452018
Music signal separation based on supervised nonnegative matrix factorization with orthogonality and maximum-divergence penalties
D Kitamura, H Saruwatari, K Yagi, K Shikano, Y Takahashi, K Kondo
IEICE Transactions on Fundamentals of Electronics, Communications and …, 2014
422014
Vectorwise coordinate descent algorithm for spatially regularized independent low-rank matrix analysis
Y Mitsui, N Takamune, D Kitamura, H Saruwatari, Y Takahashi, K Kondo
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
342018
Determined blind source separation via proximal splitting algorithm
K Yatabe, D Kitamura
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
312018
Independent low-rank matrix analysis based on time-variant sub-Gaussian source model for determined blind source separation
S Mogami, N Takamune, D Kitamura, H Saruwatari, Y Takahashi, ...
IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 503-518, 2019
302019
Independent low-rank matrix analysis based on complex Student's t-distribution for blind audio source separation
S Mogami, D Kitamura, Y Mitsui, N Takamune, H Saruwatari, N Ono
2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017
292017
Determined BSS based on time-frequency masking and its application to harmonic vector analysis
K Yatabe, D Kitamura
IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 1609-1625, 2021
272021
Music signal separation by supervised nonnegative matrix factorization with basis deformation
D Kitamura, H Saruwatari, K Shikano, K Kondo, Y Takahashi
2013 18th International Conference on Digital Signal Processing (DSP), 1-6, 2013
262013
Phase reconstruction from amplitude spectrograms based on directional-statistics deep neural networks
S Takamichi, Y Saito, N Takamune, D Kitamura, H Saruwatari
Signal Processing 169, 107368, 2020
252020
Blind source separation based on independent low-rank matrix analysis with sparse regularization for time-series activity
Y Mitsui, D Kitamura, S Takamichi, N Ono, H Saruwatari
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
252017
Efficient initialization for nonnegative matrix factorization based on nonnegative independent component analysis
D Kitamura, N Ono
2016 IEEE International workshop on acoustic signal enhancement (Iwaenc), 1-5, 2016
222016
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