Art

J-GLOBAL ID：201002217332940459   Reference number：10A0295207

A Technique for Estimating Intensity of Emotional Expressions and Speaking Styles in Speech Based on Multiple-Regression HSMM

重回帰HSMMに基づく音声の感情表現の強度と発話スタイルの推定のための技術

Author (2)： NOSE Takashi (Tokyo Inst. Technol., Yokohama-shi, JPN) ,  KOBAYASHI Takao (Tokyo Inst. Technol., Yokohama-shi, JPN)
Material： IEICE Transactions on Information and Systems (Institute of Electronics, Information and Communication Engineers)  (IEICE Trans Inf Syst (Inst Electron Inf Commun Eng))
Volume： E93-D  Issue： 1  Page： 116-124  Publication year： Jan. 01, 2010 
JST Material Number： L1371A  ISSN： 0916-8532  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： multiple regression analysis ,  *Voice ,  representation ,  *hidden Markov model ,  algorithm ,  utterance ,  speech synthesis ,  mold and pattern ,  maximum likelihood method ,  *estimation algorithm
Semi thesaurus term： style ,  *emotion expression ,  maximum likelihood estimation ,  multiple regression

JST classification (2)： Pattern recognition  (JE07000S) ,  Speach processing  (JE05000E)

Reference (28)：

• [1] R. Cowie, E. Douglas-Cowie, N. Tsapatsoulis, G. Votsis, S. Kollias, W. Fellenz, and J.G. Taylor, “Emotion recognition in human-computer interaction, ” IEEE Signal Process. Mag., vol.18, no.1, pp.32-80, Jan. 2001.
• [2] D. Erickson, “Expressive speech: Production, perception and application to speech synthesis, ” Acoustical Science and Technology, vol.26, no.4, pp.317-325, July 2005.
• [3] D. Neiberg, K. Elenius, and K. Laskowski, “Emotion recognition in spontaneous speech using GMMs, ” Proc. INTERSPEECH 2006-ICSLP, pp.809-812, Sept. 2006.
• [4] M. Grimm, K. Kroschel, and S. Narayanan, “Support vector regression for automatic recognition of spontaneous emotions in speech, ” Proc. ICASSP 2007, pp.1085-1088, April 2007.
• [5] T.L. Nwe, S.W. Foo, and L.C.D. Silva, “Speech emotion recognition using hidden Markov models, ” Speech Commun., vol.41, no.4, pp.603-623, Nov. 2003.

Terms in the title (5)： 音声 ,  感情表現 ,  発話 ,  スタイル ,  推定