| Presentation | 2003/4/17 Fusing Audio and Video Information toward Detection of Speech Events under Real Environments Takashi YOSHIMURA, Futoshi ASANO, Youichi MOTOMURA, Hideki ASOH, Naoyuki ICHIMURA, Kiyoshi YAMAMOTO, Satoshi NAKAMURA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, a method of detecting and separating speech events in a multiple-sound-source condition using audio and video information is proposed. For detecting speech events, sound localization using a microphone array and human tracking by a stereo vision is combined by a Bayesian network. From the inference results of the Bayesian network, the information on the time and location of speech events can be known in a multiple-sound-source condition. Based on the detected speech event information, a maximum likelihood adaptive beamformer is constructed and the speech signal is separated from background noises and interferences. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Sound Localization / Human Tracking / Information Fusion / Bayesian Network |
| Paper # | EA2003-3,SP2003-3 |
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| Conference Information | |
| Committee | SP |
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| Conference Date | 2003/4/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Speech (SP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Fusing Audio and Video Information toward Detection of Speech Events under Real Environments |
| Sub Title (in English) | |
| Keyword(1) | Sound Localization |
| Keyword(2) | Human Tracking |
| Keyword(3) | Information Fusion |
| Keyword(4) | Bayesian Network |
| 1st Author's Name | Takashi YOSHIMURA |
| 1st Author's Affiliation | AIST() |
| 2nd Author's Name | Futoshi ASANO |
| 2nd Author's Affiliation | AIST |
| 3rd Author's Name | Youichi MOTOMURA |
| 3rd Author's Affiliation | AIST |
| 4th Author's Name | Hideki ASOH |
| 4th Author's Affiliation | AIST |
| 5th Author's Name | Naoyuki ICHIMURA |
| 5th Author's Affiliation | AIST |
| 6th Author's Name | Kiyoshi YAMAMOTO |
| 6th Author's Affiliation | University of Tsukuba |
| 7th Author's Name | Satoshi NAKAMURA |
| 7th Author's Affiliation | ATR Spoken Language Translation Research Laboratories |
| Date | 2003/4/17 |
| Paper # | EA2003-3,SP2003-3 |
| Volume (vol) | vol.103 |
| Number (no) | 26 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |