| Presentation | 1998/12/10 A Study of Imposture on HMM-based Speaker Verification Systems Using Synthetic Speech Takafumi Hitotsumatsu, Takashi Masuko, Takao Kobayashi, Keiichi Tokuda, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Speaker verification is the technique to judge whether input speech is the same as the claimed speaker's speech. The text-prompted speaker verification techniques are robust to the impostor with playing back recorded voice of a registered speaker. In this paper, we show that advances on text-to-speech synthesis techniques can defeat HMM-based text-prompted speaker verification systems. We construct a HMM-based text-prompted speaker verification system. Then we investigate whether synthetic speech generated from HMM-based speech synthesis system is accepted by the system. Moreover synthetic speech generated from speaker independent models adapted by a speaker adaptation technique is tested. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | speaker verification / security / speech synthesis / HMM / speaker adaptation / MLLR |
| Paper # | NLC98-42,SP98-106 |
| Date of Issue |
| Conference Information | |
| Committee | NLC |
|---|---|
| Conference Date | 1998/12/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Natural Language Understanding and Models of Communication (NLC) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study of Imposture on HMM-based Speaker Verification Systems Using Synthetic Speech |
| Sub Title (in English) | |
| Keyword(1) | speaker verification |
| Keyword(2) | security |
| Keyword(3) | speech synthesis |
| Keyword(4) | HMM |
| Keyword(5) | speaker adaptation |
| Keyword(6) | MLLR |
| 1st Author's Name | Takafumi Hitotsumatsu |
| 1st Author's Affiliation | Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology() |
| 2nd Author's Name | Takashi Masuko |
| 2nd Author's Affiliation | Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology |
| 3rd Author's Name | Takao Kobayashi |
| 3rd Author's Affiliation | Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology |
| 4th Author's Name | Keiichi Tokuda |
| 4th Author's Affiliation | Department of Computer Science, Nagoya Institute of Technology |
| Date | 1998/12/10 |
| Paper # | NLC98-42,SP98-106 |
| Volume (vol) | vol.98 |
| Number (no) | 460 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |