Automatic synthesis of facial expression with speech

被引:0
|
作者
Hoguro, M [1 ]
Umezaki, T [1 ]
Kimura, N [1 ]
机构
[1] Nagoya Inst Technol, Grad Sch Engn, Nagoya, Aichi, Japan
关键词
facial expression; artificial neural networks; Kohonen's model; synchronization with speech;
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
In this paper, a method of synthesizing speech facial expression by the Kohonen's artificial neural networks (KNN) is proposed The proposed method generates facial expression series in speech of vowel to vowel with KNN automatically, which uses the stiff images of the five Japanese vowels pronunciation and non-speech state. Synchronization with speech sound was done by separating the stable sections and transition sections of facial expression based on the sound power. assigning a fixed facial expression to the stable section and the evenly distributed facial expression series to the transition section. The proposed method yielded much realistic speech facial expression.
引用
收藏
页码:693 / 699
页数:7
相关论文
共 50 条
  • [1] Speech-driven automatic facial expression synthesis
    Bozkurt, Elif
    Erdem, Cigdem Eroglu
    Erzin, Engin
    Erdem, Tanju
    Oezkan, Mehmet
    Tekalp, A. Murat
    2008 3DTV-CONFERENCE: THE TRUE VISION - CAPTURE, TRANSMISSION AND DISPLAY OF 3D VIDEO, 2008, : 253 - +
  • [2] Automatic Emotion Recognition for Facial Expression Animation from Speech
    Bozkurt, Elif
    Erzin, Engin
    Erdem, Cigdem Eroglu
    Erdem, A. Tanju
    2009 IEEE 17TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE, VOLS 1 AND 2, 2009, : 271 - +
  • [3] Facial Expression Synthesis Using Vowel Recognition for Synthesized Speech
    Asada, Taro
    Adachi, Ruka
    Takada, Syuhei
    Yoshitomi, Yasunari
    Tabuse, Masayoshi
    PROCEEDINGS OF THE 2020 INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFE AND ROBOTICS (ICAROB2020), 2020, : 398 - 401
  • [4] INTEGRATED AUTOMATIC EXPRESSION PREDICTION AND SPEECH SYNTHESIS FROM TEXT
    Chen, Langzhou
    Gales, Mark J. F.
    Braunschweiler, Norbert
    Akamine, Masami
    Knill, Kate
    2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2013, : 7977 - 7981
  • [5] AUTOMATIC SPEECH SYNTHESIS
    OSHAUGHNESSY, D
    IEEE COMMUNICATIONS MAGAZINE, 1983, 21 (09) : 26 - 34
  • [7] Expressive facial animation synthesis by learning speech coarticulation and expression spaces
    Deng, Zhigang
    Neumann, Ulrich
    Lewis, J. P.
    Kim, Tae-Yong
    Bulut, Murtaza
    Narayanan, Shrikanth
    IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2006, 12 (06) : 1523 - 1534
  • [8] Automatic facial expression recognition
    Lu, Huchuan
    Wu, Pei
    Lin, Hui
    Yang, Deli
    ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 2, PROCEEDINGS, 2006, 3972 : 63 - 68
  • [9] Expressive facial animation synthesis by learning speech coarticulation and expression spaces
    IEEE Computer Society
    不详
    不详
    不详
    不详
    不详
    不详
    IEEE Trans Visual Comput Graphics, 2006, 6 (1523-1534):
  • [10] Automatic facial feature extraction and facial expression recognition
    Dubuisson, S
    Davoine, F
    Cocquerez, JP
    AUDIO- AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS, 2001, 2091 : 121 - 126