High Level Speech Processing by Competitive Neural Networks From Psychology to Simulation

作者: Thierry Michaux , Pedro L. Galindo , Susana Gonzalez

DOI: 10.1007/978-3-642-76153-9_33

关键词: Competitive learningArtificial neural networkPsychologyBasis (linear algebra)Artificial intelligenceMaster fileAdaptive systemSpeech processingSpeech perceptionTime delay neural network

摘要: The aim of this paper is to show that on the basis new paradigms defined by Hinton (1986) and Rumelhart (1986), it possible define a approach High Speech Processing fits perfectly with current theories in psychology biology.

参考文章(13)
James L.. McClelland, David E.. Rumelhart, Parallel distributed processing research group, Parallel Distributed Processing: Explorations in the Microstructure of Cognition : Psychological and Biological Models ,(1986)
T. J. Sejnowski, Parallel networks that learn to pronounce English text Complex Systems. ,vol. 1, pp. 145- 168 ,(1987)
David E. Rumelhart, James L. McClelland, , Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations Computational Models of Cognition and Perception. ,(1986) , 10.7551/MITPRESS/5236.001.0001
Heidi Byrnes, Dan Isaac Slobin, The Crosslinguistic Study of Language Acquisition The Modern Language Journal. ,vol. 71, pp. 371- ,(1987) , 10.2307/326492
A. Waibel, H. Sawai, K. Shikano, Modularity and scaling in large phonemic neural networks IEEE Transactions on Acoustics, Speech, and Signal Processing. ,vol. 37, pp. 1888- 1898 ,(1989) , 10.1109/29.45535
Francis Crick, The recent excitement about neural networks Nature. ,vol. 337, pp. 129- 132 ,(1989) , 10.1038/337129A0
A. Waibel, T. Hanazawa, G. Hinton, K. Shikano, K.J. Lang, Phoneme recognition using time-delay neural networks IEEE Transactions on Acoustics, Speech, and Signal Processing. ,vol. 37, pp. 393- 404 ,(1989) , 10.1109/29.21701
P. Churchland, T. Sejnowski, Perspectives on cognitive neuroscience Science. ,vol. 242, pp. 741- 745 ,(1988) , 10.1126/SCIENCE.3055294
Gail A. Carpenter, Stephen Grossberg, A massively parallel architecture for a self-organizing neural pattern recognition machine Graphical Models \/graphical Models and Image Processing \/computer Vision, Graphics, and Image Processing. ,vol. 37, pp. 54- 115 ,(1987) , 10.1016/S0734-189X(87)80014-2