Application of the Trended Hidden Markov Model to Speech Synthesis

机译：趋势隐马尔可夫模型在语音合成中的应用

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This paper presents our work on a speech synthesis system that utilises the trended Hidden Markov Model to represent the basic synthesis unit. We draw upon both speech recognition and speech synthesis research to develop a system that is able to synthesise intelligible and natural sounding speech. Acoustic units are clustered using the decision tree technique and speech data corresponding to these clusters is used for the training of trended Hidden Markov Model synthesis units. The overall system has been implemented in a PSOLA synthesiser and the resultant speech has been compared with that produced by a conventional diphone synthesiser to yield very encouraging results.

机译：本文介绍了我们在语音合成系统上的工作，该系统利用趋势化的隐马尔可夫模型表示基本合成单元。我们利用语音识别和语音合成研究来开发一种能够合成可理解且自然的语音的系统。使用决策树技术对声学单元进行聚类，并将与这些聚类相对应的语音数据用于训练趋势隐式马尔可夫模型合成单元。整个系统已在PSOLA合成器中实现，并且所得到的语音已与常规双音素合成器产生的语音进行了比较，从而产生了令人鼓舞的结果。

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来源
《European Conference on Speech Communication and Technology v.3; 20010903-20010907; Aalborg; DK》|2001年|P.2239-2242|共4页
会议地点 Aalborg(DK);Aalborg(DK)
作者
John Dines; Sridha Sridharan; Miles Moody;
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Speech Research Laboratory, RCSAVT School of Electrical and Electronic Systems Engineering Queensland University of Technology GPO Box 2434, Brisbane QLD 4001, Australia;

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正文语种 eng
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专利

1. Selective training for hidden Markov models with applications to speech classification [J] . Arslan L.M., Hansen J.H.L. IEEE Transactions on Speech and Audio Proceeding . 1999,第1期

机译：隐马尔可夫模型的选择性训练及其在语音分类中的应用
2. A tutorial on hidden Markov models and selected applications in speech recognition [J] . Rabiner L.R. Proceedings of the IEEE . 1989,第2期

机译：隐马尔可夫模型和语音识别中所选应用的教程
3. Hidden-Markov-model based statistical parametric speech synthesis for Marathi with optimal number of hidden states [J] . Suraj Pandurang Patil, Swapnil Laxman Lahudkar International journal of speech technology . 2019,第1期

机译：基于隐马尔可夫模型的具有最优隐藏状态数的马拉地语统计参数语音合成
4. Application of the Trended Hidden Markov Model to Speech Synthesis [C] . John Dines, Sridha Sridharan, Miles Moody European conference on speech communication and technology . 2001

机译：趋势隐马尔可夫模型在语音合成中的应用
5. Hidden Markov models for visual speech synthesis in limited data environments. [D] . Arb, Harold Allan. 2001

机译：用于有限数据环境中视觉语音合成的隐马尔可夫模型。
6. Nonparametric model validations for hidden Markov models with applications in financial econometrics [O] . Zhibiao Zhao -1

机译：隐藏马尔可夫模型的非参数模型验证在金融计量经济学中的应用程序
7. Trainable Speech Synthesis With Trended Hidden Markov Models [O] . John Dines And, John Dines, Sridha Sridharan 2001

机译：具有趋势隐马尔可夫模型的可训练语音合成
8. Hidden Markov Models for Visual Speech Synthesis in Limited Data Environments [R] . Arb, H. A. 2001

机译：用于有限数据环境中视觉语音合成的隐马尔可夫模型

Application of the Trended Hidden Markov Model to Speech Synthesis

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