| Presentation | 1994/9/3 Fusion Methods of Visual and Auditory Information in Speech Recognition Using HMM Akira Shintani, Akio Ogihara, Kunio Fukunaga, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose two methods to fuse auditory information and visual information for accurate speech recognition.The first method fuses two kinds of information by using linear combination after calculating two kinds of probabilities by HMM for each word.The second method fuses two kinds of information by using neural network.We have performed speech recognition experiments of isolated words using the proposed methods and confirmed the validity of the proposed methods. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | speech recognition / fusion of visual and auditory / HMM / neural network |
| Paper # | CAS94-54 |
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| Conference Information | |
| Committee | CAS |
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| Conference Date | 1994/9/3(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
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| Paper Information | |
| Registration To | Circuits and Systems (CAS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Fusion Methods of Visual and Auditory Information in Speech Recognition Using HMM |
| Sub Title (in English) | |
| Keyword(1) | speech recognition |
| Keyword(2) | fusion of visual and auditory |
| Keyword(3) | HMM |
| Keyword(4) | neural network |
| 1st Author's Name | Akira Shintani |
| 1st Author's Affiliation | College of Engineering,University of Osaka Prefecture() |
| 2nd Author's Name | Akio Ogihara |
| 2nd Author's Affiliation | College of Engineering,University of Osaka Prefecture |
| 3rd Author's Name | Kunio Fukunaga |
| 3rd Author's Affiliation | College of Engineering,University of Osaka Prefecture |
| Date | 1994/9/3 |
| Paper # | CAS94-54 |
| Volume (vol) | vol.94 |
| Number (no) | 214 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |