| Presentation | 2008-12-10 Driver's irritation detection using speech recogntion results Lucas Malta, Chiyomi Miyajima, Akira Ozaki, Norihide Kitaoka, Kazuya Takeda, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this work we present our efforts towards the multi-modal estimation of a driver's affective state under naturalistic conditions. Multi-modal data from 18 subjects (2.3h) who interacted with an automatic speech recognition system while driving are recorded. A transcription protocol is designed to provide a meaningful description of the driving environment. A data fusion model based on Bayesian network is proposed and used for estimating a driver's level of irritation. Information on transcription labels, physiological signals, driving behavior and speech recognition are integrated. Preliminary results are very encouraging. |
| Keyword(in Japanese) | (See Japanese page) |
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| Paper # | NLC2008-65,SP2008-120 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 2008/12/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Natural Language Understanding and Models of Communication (NLC) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Driver's irritation detection using speech recogntion results |
| Sub Title (in English) | |
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| 1st Author's Name | Lucas Malta |
| 1st Author's Affiliation | Graduate School of Information Science, Nagoya University() |
| 2nd Author's Name | Chiyomi Miyajima |
| 2nd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 3rd Author's Name | Akira Ozaki |
| 3rd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 4th Author's Name | Norihide Kitaoka |
| 4th Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 5th Author's Name | Kazuya Takeda |
| 5th Author's Affiliation | Graduate School of Information Science, Nagoya University |
| Date | 2008-12-10 |
| Paper # | NLC2008-65,SP2008-120 |
| Volume (vol) | vol.108 |
| Number (no) | 337 |
| Page | pp.pp.- |
| #Pages | 4 |
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