| Presentation | 2007/7/19 Evaluation of speaker verification with NAM segments using unknown speakers Hideki OKAMOTO, Mariko KOJIMA, Tomoko MATSUI, Hiromichi KAWANAMI, Hiroshi SARUWATARI, Kiyohiro SHIKANO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We investigated a speaker verification method that uses non-audible murmur (NAM) segments using newly collected data and obtained several findings that will be useful when speaker verification systems are made in practice. NAM is recorded using a special microphone placed on the surface of the body, so it includes almost no external noise and is hard for other people to hear. By utilizing these properties, we have already reported a text-dependent method using NAM segments that can use a keyword phrase safely. This paper extends the examination with newly collected data consisting of NAM uttered by 18 male and 9 female imposter speakers and by 18 male and 10 female customer speakers. Experiments with various numbers of training utterances and sessions snow that it is effective to use data recorded in multiple sessions. We also investigated the minimum number of training utterances needed in our method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Speaker recognition / speaker verification / non-audible murmur / support vector machine |
| Paper # | SP2007-37 |
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| Conference Information | |
| Committee | SP |
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| Conference Date | 2007/7/19(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) | Evaluation of speaker verification with NAM segments using unknown speakers |
| Sub Title (in English) | |
| Keyword(1) | Speaker recognition |
| Keyword(2) | speaker verification |
| Keyword(3) | non-audible murmur |
| Keyword(4) | support vector machine |
| 1st Author's Name | Hideki OKAMOTO |
| 1st Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology() |
| 2nd Author's Name | Mariko KOJIMA |
| 2nd Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology |
| 3rd Author's Name | Tomoko MATSUI |
| 3rd Author's Affiliation | The Institute of Statistical Mathematics |
| 4th Author's Name | Hiromichi KAWANAMI |
| 4th Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology |
| 5th Author's Name | Hiroshi SARUWATARI |
| 5th Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology |
| 6th Author's Name | Kiyohiro SHIKANO |
| 6th Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology |
| Date | 2007/7/19 |
| Paper # | SP2007-37 |
| Volume (vol) | vol.107 |
| Number (no) | 165 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |