Presentation | 2018-03-19 [Poster Presentation] Text-dependent voice liveness detection based on pop-noise detector considering speaker-dependent phoneme information for speaker verification Shihono Mochizuki, Sayaka Shiota, Hitoshi Kiya, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | This paper proposes a pop-noise (PN) detection method considering speaker-dependent phoneme information for text-dependent voice liveness detection (VLD) systems. Recently, various countermeasures against spoofing attacks have been reported, and PN detection-based VLD frameworks have been proposed as well. The VLD frameworks identify whether an input sample is a genuine speech or a replayed one. However, since spoofing attacks are sometimes regarded as genuine speeches by false detection of PN periods, PN detection methods considering speaker-dependent phoneme information have also been proposed for text-independent speaker verification. On the other hand, text-dependent speaker verification systems are usually used for smartphone security and banking systems. Therefore, in this paper, the text-dependent condition is adapted to the PN detection methods considering speaker-dependent phoneme information due to improve the robustness. To evaluate the effectiveness of the proposed method, VLD and speaker verification experiments were performed. These results show that the proposed method obtained higher reliability and usability than conventional methods. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Speaker verification / Pop-noise detection / Voice liveness detection / Phoneme information |
Paper # | EA2017-111,SIP2017-120,SP2017-94 |
Date of Issue | 2018-03-12 (EA, SIP, SP) |
Conference Information | |
Committee | SIP / EA / SP / MI |
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Conference Date | 2018/3/19(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | Speech, Engineering/Electro Acoustics, Signal Processing, and Related Topics [SIP, EA, SP]/ Medical Image Engineering, Analysis, Recognition, etc. [MI] |
Chair | Masahiro Okuda(Univ. of Kitakyushu) / Suehiro Shimauchi(NTT) / Yoichi Yamashita(Ritsumeikan Univ.) / Kensaku Mori(Nagoya Univ.) |
Vice Chair | Shogo Muramatsu(Niigata Univ.) / Naoyuki Aikawa(TUS) / Mitsunori Mizumachi(Kyutech) / Hiroki Mori(Utsunomiya Univ.) / Yoshiki Kawata(Tokushima Univ.) / Yuichi Kimura(Kinki Univ.) |
Secretary | Shogo Muramatsu(Chiba Inst. of Tech.) / Naoyuki Aikawa(Takushoku Univ.) / Mitsunori Mizumachi(Akita Pref. Univ.) / Hiroki Mori(Shizuoka Inst. of Science and Tech.) / Yoshiki Kawata(Shizuoka Univ.) / Yuichi Kimura(Meijo Univ.) |
Assistant | Masayoshi Nakamoto(Hiroshima Univ.ひろ) / TREVINO Jorge(Tohoku Univ.) / Nobutaka Ito(NTT) / Kei Hashimoto(Nagoya Inst. of Tech.) / Satoshi Kobashikawa(NTT) / Ryo Haraguchi(Univ. of Hyogo) / Yasushi Hirano(Yamaguchi Univ.) |
Paper Information | |
Registration To | Technical Committee on Signal Processing / Technical Committee on Engineering Acoustics / Technical Committee on Speech / Technical Committee on Medical Imaging |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | [Poster Presentation] Text-dependent voice liveness detection based on pop-noise detector considering speaker-dependent phoneme information for speaker verification |
Sub Title (in English) | |
Keyword(1) | Speaker verification |
Keyword(2) | Pop-noise detection |
Keyword(3) | Voice liveness detection |
Keyword(4) | Phoneme information |
1st Author's Name | Shihono Mochizuki |
1st Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ.) |
2nd Author's Name | Sayaka Shiota |
2nd Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ.) |
3rd Author's Name | Hitoshi Kiya |
3rd Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ.) |
Date | 2018-03-19 |
Paper # | EA2017-111,SIP2017-120,SP2017-94 |
Volume (vol) | vol.117 |
Number (no) | EA-515,SIP-516,SP-517 |
Page | pp.pp.57-62(EA), pp.57-62(SIP), pp.57-62(SP), |
#Pages | 6 |
Date of Issue | 2018-03-12 (EA, SIP, SP) |