Daichi Kitamura
Daichi Kitamura
National Institute of Technology, Kagawa College
Verified email at ieee.org - Homepage
TitleCited byYear
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
1202016
The 2016 signal separation evaluation campaign
A Liutkus, FR Stöter, Z Rafii, D Kitamura, B Rivet, N Ito, N Ono, ...
International conference on latent variable analysis and signal separation …, 2017
1182017
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
462015
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
292015
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
282018
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
282014
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
162018
Relaxation of rank-1 spatial constraint in overdetermined blind source separation
D Kitamura, N Ono, H Sawada, H Kameoka, H Saruwatari
2015 23rd European Signal Processing Conference (EUSIPCO), 1261-1265, 2015
162015
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), 28, 2018
152018
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
152013
Determined blind source separation via proximal splitting algorithm
K Yatabe, D Kitamura
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
132018
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
122017
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
122017
Robust music signal separation based on supervised nonnegative matrix factorization with prevention of basis sharing
D Kitamura, H Saruwatari, K Yagi, K Shikano, Y Takahashi, K Kondo
IEEE International Symposium on Signal Processing and Information Technology …, 2013
102013
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
92018
Low latency and high quality two-stage human-voice-enhancement system for a hose-shaped rescue robot
Y Bando, H Saruwatari, N Ono, S Makino, K Itoyama, D Kitamura, ...
Journal of Robotics and Mechatronics 29 (1), 198-212, 2017
92017
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
92016
Superresolution-based stereo signal separation via supervised nonnegative matrix factorization
D Kitamura, H Saruwatari, Y Iwao, K Shikano, K Kondo, Y Takahashi
2013 18th International Conference on Digital Signal Processing (DSP), 1-6, 2013
82013
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, 2019
52019
Discriminative and reconstructive basis training for audio source separation with semi-supervised nonnegative matrix factorization
D Kitamura, N Ono, H Saruwatari, Y Takahashi, K Kondo
2016 IEEE International Workshop on Acoustic Signal Enhancement (IWAENC), 1-5, 2016
52016
The system can't perform the operation now. Try again later.
Articles 1–20