| Presentation | 2010-05-27 A Study of the Acoustic Sound Field Dictation with Hidden Markov Model Based on an Onomatopoeia Kohei HAYASHIDA, Yu MIZOGUCHI, Masanori MORISE, Takanobu NISHIURA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this study, we focus on the environmental sound identification for realizing acoustic sound dictation. The conventional research for the environmental sound identification was only conducted with the method which individually models all sound sources. However, it is impossible to model the innumerably environmental sounds in the real world. In this study, we proposed Hidden Markov Model (HMM) based on the onomatopoeia, and try to reduce number of the models. As a result of evaluation experiment, the proposed approach accurately realized the acoustic sound field dictation with easy-understanding for human being. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Environmental sound / HMM / Onomatopoeia / Sound field dictation / Sound field understanding |
| Paper # | EA2010-10,SIP2010-10,SP2010-10 |
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| Conference Information | |
| Committee | SIP |
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| Conference Date | 2010/5/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Signal Processing (SIP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study of the Acoustic Sound Field Dictation with Hidden Markov Model Based on an Onomatopoeia |
| Sub Title (in English) | |
| Keyword(1) | Environmental sound |
| Keyword(2) | HMM |
| Keyword(3) | Onomatopoeia |
| Keyword(4) | Sound field dictation |
| Keyword(5) | Sound field understanding |
| 1st Author's Name | Kohei HAYASHIDA |
| 1st Author's Affiliation | Graduate School of Scinence and Engineering, Ritsumeikan University() |
| 2nd Author's Name | Yu MIZOGUCHI |
| 2nd Author's Affiliation | Graduate School of Scinence and Engineering, Ritsumeikan University |
| 3rd Author's Name | Masanori MORISE |
| 3rd Author's Affiliation | College of Information and Science, Ritsumeikan University |
| 4th Author's Name | Takanobu NISHIURA |
| 4th Author's Affiliation | College of Information and Science, Ritsumeikan University |
| Date | 2010-05-27 |
| Paper # | EA2010-10,SIP2010-10,SP2010-10 |
| Volume (vol) | vol.110 |
| Number (no) | 55 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |