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Quantitative intonation modeling of interrogative sentences for Mandarin speech synthesis
Li, Ya1; Tao, Jianhua1,2,3; Lai, Wei1,4; Xu, Xiaoying1,4
Source PublicationSPEECH COMMUNICATION
2017-05-01
Volume89Issue:1Pages:92-102
SubtypeArticle
Abstract

Previous intonational research on Mandarin has mainly focused on the prosody modeling of statements or the prosody analysis of interrogative sentences. To support related speech technologies, e.g., Text-to Speech, the quantitative modeling of intonation of interrogative sentences with a large-scale corpus still deserves attention. This paper summarizes our work on the quantitative prosody modeling of interrogative sentence in Mandarin. A large-scale natural speech corpus was used in this study. By extracting the pitch contours and fitting the intonation curves, we found that F0 declination and final lowering both existed in interrogative sentences, while they were claimed to be absent in Mandarin in some previous studies. In addition, the declination function could be modeled linearly, and the bearing unit of final lowering in Mandarin was found to be the last prosodic word in the utterance, regardless of its length, rather than a fixed duration range. It was argued in this study that the difference between this finding and the commonly believed rising intonation of the interrogative sentences resulted from the nonlinear relationship between prosody production and perception. The underlying mechanism for the existence of Fo declination and final lowering in interrogative sentences is also discussed. (C) 2017 Elsevier B.V. All rights reserved.

KeywordF0 Declination Intonation Interrogative Sentences Final Lowering Prosody
WOS HeadingsScience & Technology ; Technology
DOI10.1016/j.specom.2017.03.002
WOS KeywordFundamental-frequency Declination ; English ; Pitch ; Tone ; Perception
Indexed BySCI
Language英语
Funding OrganizationNational High Tech Research and Development Program of China (863 Program)(2015AA016305) ; National Natural Science Foundation of China (NSFC)(61305003 ; Major Program for the National Social Science Fund of China(13ZD189) ; Strategic Priority Research Program of the CAS(XDB02080006) ; 61375027 ; 61425017 ; 61403386)
WOS Research AreaAcoustics ; Computer Science
WOS SubjectAcoustics ; Computer Science, Interdisciplinary Applications
WOS IDWOS:000401211200009
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/15106
Collection模式识别国家重点实验室_语音交互
Affiliation1.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing, Peoples R China
2.CAS Ctr Excellence Brain Sci & Intelligence Techn, Shanghai, Peoples R China
3.Univ Chinese Acad Sci, Sch Comp & Control Engn, Beijing, Peoples R China
4.Beijing Normal Univ, Dept Chinese Language & Literature, Beijing, Peoples R China
First Author AffilicationChinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
Recommended Citation
GB/T 7714
Li, Ya,Tao, Jianhua,Lai, Wei,et al. Quantitative intonation modeling of interrogative sentences for Mandarin speech synthesis[J]. SPEECH COMMUNICATION,2017,89(1):92-102.
APA Li, Ya,Tao, Jianhua,Lai, Wei,&Xu, Xiaoying.(2017).Quantitative intonation modeling of interrogative sentences for Mandarin speech synthesis.SPEECH COMMUNICATION,89(1),92-102.
MLA Li, Ya,et al."Quantitative intonation modeling of interrogative sentences for Mandarin speech synthesis".SPEECH COMMUNICATION 89.1(2017):92-102.
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