| 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 | 412 | 2016 |
| 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 | 247 | 2017 |
| 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 | 128 | 2019 |
| 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 | 82 | 2018 |
| 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 | 77 | 2019 |
| 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 | 62 | 2015 |
| 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 | 53 | 2018 |
| 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 | 49 | 2018 |
| 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 | 46 | 2018 |
| 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 | 46 | 2015 |
| 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 | 41 | 2014 |
| 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 | 37 | 2018 |
| Determined blind source separation via proximal splitting algorithm K Yatabe, D Kitamura 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 31 | 2018 |
| 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 | 30 | 2021 |
| 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 | 30 | 2019 |
| 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 | 30 | 2017 |
| 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 | 26 | 2020 |
| 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 | 26 | 2013 |
| 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 | 25 | 2017 |
| 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 | 23 | 2016 |
Hiroshi SaruwatariProfessor, The University of TokyoVerified email at ipc.i.u-tokyo.ac.jp
