A New Approach of Speaking Rate Modeling for Mandarin Speech Prosody

被引：0

作者：

Hsieh, Chiao-Hua ^{[1
]}

Chiang, Chen-Yu ^{[1
]}

Wang, Yih-Ru ^{[1
]}

Yu, Hsiu-Min

Chen, Sin-Horng ^{[1
]}

机构：

[1] Natl Chiao Tung Univ, Dept Elect Engn, Hsinchu, Taiwan

来源：

13TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2012 (INTERSPEECH 2012), VOLS 1-3 | 2012年

关键词：

speaking rate; prosody modeling;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A new approach of Mandarin-speech prosody modeling to consider the effects of speaking rate is proposed. The approach is a modification of our previous prosody labeling and modeling method to take speaking rate as a continuous independent variable and let prosodic-acoustic features and some parameters of prosodic models depend on it in order to count its influences. A speaking rate-dependent hierarchical prosodic model is hence constructed from four speech corpora of a single female speaker with fast, normal, medium and slow speaking rates. An analysis of the effects of speaking rate on the model parameters showed that they agreed well with our prior knowledge. So, the proposed approach provides a systematic and effective way to quantify the effects of speaking rate on Mandarin-speech prosody.

引用

页码：654 / 657

页数：4

共 50 条

[31] ENRICHING MANDARIN SPEECH RECOGNITION BY INCORPORATING A HIERARCHICAL PROSODY MODEL
Yang, Jyh-Her
Liu, Ming-Chieh
Chang, Hao-Hsiang
Chiang, Chen-Yu
Wang, Yih-Ru
Chen, Sin-Horng
[J]. 2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2011, : 5052 - 5055
[32] Consistency analysis of the spectrum and prosody within a syllable for Mandarin speech
Chen, Kuan-Lin
Yeh, Cheng-Yu
Hwang, Shaw-Hwa
Yan, Long-Jhe
[J]. MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2013, 36 (14) : 1851 - 1861
[33] Study on the consistency analysis between the prosody and the spectrum for Mandarin speech
Yeh, Cheng-Yu
Chen, Kuan-Lin
Hwang, Shaw-Hwa
Yan, Long-Jhe
[J]. IET SIGNAL PROCESSING, 2013, 7 (02) : 158 - 165
[34] Study on the consistency analysis between the prosody and the spectrum for mandarin speech
Department of Electrical Engineering, National Chin-Yi University of Technology, 57, Sec. 2, Zhongshan Road, Taiping Dist., Taichung
41170, Taiwan
不详
10608, Taiwan
[J]. IET Signal Proc., 2 (158-165):
[35] A new keyword spotting approach for spontaneous mandarin speech
Zhang, Pengyuan
Han, Jiang
Shao, Jian
Yan, Yonghong
[J]. 2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4, 2006, : 764 - +
[36] SingaKids-Mandarin: Speech Corpus of Singaporean Children Speaking Mandarin Chinese
Chen, Nancy F.
Tong, Rong
Wee, Darren
Lee, Peixuan
Ma, Bin
Li, Haizhou
[J]. 17TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2016), VOLS 1-5: UNDERSTANDING SPEECH PROCESSING IN HUMANS AND MACHINES, 2016, : 1545 - +
[37] Fluent speech prosody: Framework and modeling
Tseng, CY
Pin, SH
Lee, Y
Wang, HM
Chen, YC
[J]. SPEECH COMMUNICATION, 2005, 46 (3-4) : 284 - 309
[38] Fluent speech prosody: Framework and modeling
Tseng, Chiu-Yu
Pin, Shao-Huang
Lee, Yehlin
Wang, Hsin-Min
Chen, Yong-Cheng
[J]. Speech Commun, 3-4 (284-309):
[39] Acquisition and Interpretation of Mandarin Speech Prosody by Native Speakers and Cantonese Learners
Chen, Xi
Chen, Si
[J]. 2019 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2019, : 1800 - 1809
[40] The Automatic Analysis by Synthesis of Speech Prosody with Preliminary Results on Mandarin Chinese
Hirst, Daniel
[J]. 2012 8TH INTERNATIONAL SYMPOSIUM ON CHINESE SPOKEN LANGUAGE PROCESSING, 2012, : XXIV - XXIV

← 1 2 3 4 5 →