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Tone generation by maximizing joint likelihood of syllabic HMMs for mandarin speech synthesis

  • Xing Yu Na
  • , Chao Min Wang
  • , Xiang Xie
  • , Jing Ming Kuang
  • , Ya Ling He
  • Beijing Institute of Technology
  • Eastel Corporation

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

A tone generation method by maximizing the joint likelihood of syllabic HMMs is proposed to improve the Mandarin speech synthesis. F0 sequence is generated by jointly maximizing the likelihood of the state-level F0 model and syllable-level tone model under the constraint of mean F0 of the adjacent units. The optimal weight of the tone component is searched in terms of the parameter generation error and correlation coefficients. Objective and subjective evaluations both prove the positive effects of this method. The generation error is reduced by 26.7%, the correlation coefficient is increased by 6.5%, and the prosody perception is significantly improved.

源语言英语
主期刊名Proceedings of the 6th International Conference on Speech Prosody, SP 2012
出版商Tongji University Press
23-26
页数4
ISBN(印刷版)9787560848693
出版状态已出版 - 2012
活动6th International Conference on Speech Prosody 2012, SP 2012 - Shanghai, 中国
期限: 22 5月 201225 5月 2012

出版系列

姓名Proceedings of the 6th International Conference on Speech Prosody, SP 2012
1

会议

会议6th International Conference on Speech Prosody 2012, SP 2012
国家/地区中国
Shanghai
时期22/05/1225/05/12

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