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
  • [21] Improving Speech Synthesis by Automatic Speech Recognition and Speech Discriminator
    Huang, Li-Yu
    Chen, Chia-Ping
    JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2024, 40 (01) : 189 - 200
  • [22] Significance of Facial Features in Performance of Automatic Facial Expression Recognition
    Jain, Sarika
    Bagga, Sunny
    Hablani, Ramchand
    Choudhari, Narendra
    Tanwani, Sanjay
    2014 CONFERENCE ON IT IN BUSINESS, INDUSTRY AND GOVERNMENT (CSIBIG), 2014,
  • [23] Automatic synthesis of realistic facial expressions
    Lee, Jeong Ho
    Lee, Jong Min
    Kim, Hyung Jin
    Moon, Young Shik
    2007 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY, VOLS 1-3, 2007, : 951 - 956
  • [25] A study of simulating the fusion of speech and facial expression
    Seimitsu Kogaku Kaishi, 1600, 8 (716-721):
  • [26] Automatic Pause Marking for Speech Synthesis
    Singh, Loitongbam Gyanendro
    Adiga, Nagaraj
    Sharma, Bidisha
    Singh, Sanasam Ranbir
    Prasanna, S. R. M.
    TENCON 2017 - 2017 IEEE REGION 10 CONFERENCE, 2017, : 1790 - 1794
  • [27] Automatic Facial Expression Recognition for Image Sequences
    Sarawagi, Varsha
    Arya, K. V.
    2013 SIXTH INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING (IC3), 2013, : 278 - 282
  • [28] Facial Expression Based Automatic Album Creation
    Dhall, Abhinav
    Asthana, Akshay
    Goecke, Roland
    NEURAL INFORMATION PROCESSING: MODELS AND APPLICATIONS, PT II, 2010, 6444 : 485 - +
  • [29] Robust automatic facial expression detection method
    Ouyang, Yan
    Sang, Nong
    Journal of Software, 2013, 8 (07) : 1759 - 1764
  • [30] Improved Methods for Automatic Facial Expression Recognition
    Echoukairi, Hassan
    El Ghmary, Mohamed
    Ziani, Said
    Ouacha, Ali
    International Journal of Interactive Mobile Technologies, 2023, 17 (06): : 33 - 44