| ชื่อเรื่อง | : | Roles of the Average Voice in Speaker-adaptive HMM-based Speech Synthesis |
| นักวิจัย | : | Yamagishi, Junichi , Watts, Oliver , King, Simon , Usabaev, Bela |
| คำค้น | : | Speech Synthesis , HMM , average voice , speaker adaptation |
| หน่วยงาน | : | Edinburgh Research Archive, United Kingdom |
| ผู้ร่วมงาน | : | European Commission |
| ปีพิมพ์ | : | 2553 |
| อ้างอิง | : | Proc. Interspeech 2010 (Tokyo, Japan). , http://hdl.handle.net/1842/4865 |
| ที่มา | : | - |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | - |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | In speaker-adaptive HMM-based speech synthesis, there are a few speakers whose synthetic speech sounds worse than that of other speakers, despite having the same amount of adaptation data from within the same corpus. This paper investigates these fluctuations in quality and found that as mel-cepstral distance from the average voice becomes larger, the MOS scores generally become worse. Although the negative correlation obtained is not strong enough, this helps us improve the training and adaptation strategies for average voice models. Furthermore we remark that this correlation is strongly linked to “vocal attractiveness.” |
| บรรณานุกรม | : |
Yamagishi, Junichi , Watts, Oliver , King, Simon , Usabaev, Bela . (2553). Roles of the Average Voice in Speaker-adaptive HMM-based Speech Synthesis.
กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom . Yamagishi, Junichi , Watts, Oliver , King, Simon , Usabaev, Bela . 2553. "Roles of the Average Voice in Speaker-adaptive HMM-based Speech Synthesis".
กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom . Yamagishi, Junichi , Watts, Oliver , King, Simon , Usabaev, Bela . "Roles of the Average Voice in Speaker-adaptive HMM-based Speech Synthesis."
กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom , 2553. Print. Yamagishi, Junichi , Watts, Oliver , King, Simon , Usabaev, Bela . Roles of the Average Voice in Speaker-adaptive HMM-based Speech Synthesis. กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom ; 2553.
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