| Presentation | 2018-03-19 Adaptive BSS algorithm for approximate joint diagonalization with variable epoch length Kei Nishiyama, Shinya Saito, Kunio Oishi, Toshihiro Furukawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents an adaptive blind speech separation (BSS) technique for recovering original speech source signals from observed signals without a prior knowledge about convolutive mixing process in a time-varying environment. Recently, approximate joint diagonalization has been applied successfully to BSS utilizing quasi-stationary source signals in time-invariant reverberant environment. It was shown that the DMDI algorithm is capable of providing a superior separation performance in long reverberant environment. In this paper, the proposed approach is an extension of the DMDI algorithm into adaptive blind signal processing. Numerical experience shows that the adaptive DMDI algorithm has a good tracking capability. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | frequency-domain adaptive blind source separation / joint diagonalization / variable epoch lengh / forgetting factor / tracking capability |
| Paper # | EA2017-102,SIP2017-111,SP2017-85 |
| Date of Issue | 2018-03-12 (EA, SIP, SP) |
| Conference Information | |
| Committee | SIP / EA / SP / MI |
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| Conference Date | 2018/3/19(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Speech, Engineering/Electro Acoustics, Signal Processing, and Related Topics [SIP, EA, SP]/ Medical Image Engineering, Analysis, Recognition, etc. [MI] |
| Chair | Masahiro Okuda(Univ. of Kitakyushu) / Suehiro Shimauchi(NTT) / Yoichi Yamashita(Ritsumeikan Univ.) / Kensaku Mori(Nagoya Univ.) |
| Vice Chair | Shogo Muramatsu(Niigata Univ.) / Naoyuki Aikawa(TUS) / Mitsunori Mizumachi(Kyutech) / Hiroki Mori(Utsunomiya Univ.) / Yoshiki Kawata(Tokushima Univ.) / Yuichi Kimura(Kinki Univ.) |
| Secretary | Shogo Muramatsu(Chiba Inst. of Tech.) / Naoyuki Aikawa(Takushoku Univ.) / Mitsunori Mizumachi(Akita Pref. Univ.) / Hiroki Mori(Shizuoka Inst. of Science and Tech.) / Yoshiki Kawata(Shizuoka Univ.) / Yuichi Kimura(Meijo Univ.) |
| Assistant | Masayoshi Nakamoto(Hiroshima Univ.ひろ) / TREVINO Jorge(Tohoku Univ.) / Nobutaka Ito(NTT) / Kei Hashimoto(Nagoya Inst. of Tech.) / Satoshi Kobashikawa(NTT) / Ryo Haraguchi(Univ. of Hyogo) / Yasushi Hirano(Yamaguchi Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Signal Processing / Technical Committee on Engineering Acoustics / Technical Committee on Speech / Technical Committee on Medical Imaging |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Adaptive BSS algorithm for approximate joint diagonalization with variable epoch length |
| Sub Title (in English) | |
| Keyword(1) | frequency-domain adaptive blind source separation |
| Keyword(2) | joint diagonalization |
| Keyword(3) | variable epoch lengh |
| Keyword(4) | forgetting factor |
| Keyword(5) | tracking capability |
| 1st Author's Name | Kei Nishiyama |
| 1st Author's Affiliation | Tokyo University of Science(TUS) |
| 2nd Author's Name | Shinya Saito |
| 2nd Author's Affiliation | Tokyo University of Science(TUS) |
| 3rd Author's Name | Kunio Oishi |
| 3rd Author's Affiliation | Tokyo University of Technology(TUT) |
| 4th Author's Name | Toshihiro Furukawa |
| 4th Author's Affiliation | Tokyo University of Science(TUS) |
| Date | 2018-03-19 |
| Paper # | EA2017-102,SIP2017-111,SP2017-85 |
| Volume (vol) | vol.117 |
| Number (no) | EA-515,SIP-516,SP-517 |
| Page | pp.pp.1-6(EA), pp.1-6(SIP), pp.1-6(SP), |
| #Pages | 6 |
| Date of Issue | 2018-03-12 (EA, SIP, SP) |