Simulating the phonological auditory cortex from vowel representation spaces to categories

被引:6
|
作者
Gomez-Vilda, Pedro [1 ]
Ferrandez-Vicente, Jose M. [2 ]
Rodellar-Biarge, Victoria [1 ]
机构
[1] Univ Politecn Madrid, Fac Informat, E-28660 Madrid, Spain
[2] Univ Politecn Cartagena, Cartagena 30202, Spain
关键词
Neuromorphic computing; Auditory pathways; Phonetic labeling; Contextual speech information; SPEECH-PERCEPTION; TIME; INTEGRATION;
D O I
10.1016/j.neucom.2012.07.036
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Vowels are important clues supporting speech perception. Nevertheless in Computational Perception the definition of vowels is a very complex and elusive issue. The purpose of the present paper is to give a possible definition under the perceptual point of view. A vowel could be defined as an assignment of an acoustic phonetic pattern to a specific categorical representation space. This assignment would be competitively instantiated in the cortical structures, depending on the specific phonological framework of the listener's language. An experimental framework is designed to test this definition on a Neuromorphic Speech Processing Architecture. Results from experiments to test reference patterns in Spanish, and possible extension to other languages with a larger repertoire of categories are presented and discussed. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:63 / 75
页数:13
相关论文
共 50 条
  • [1] Representation of phonological categories: A functional role for auditory columns
    Sussman, HM
    BRAIN AND LANGUAGE, 2002, 80 (01) : 1 - 13
  • [2] Vowel and formant representation in the human auditory speech cortex
    Oganian, Yulia
    Bhaya-Grossman, Ilina
    Johnson, Keith
    Chang, Edward F.
    NEURON, 2023, 111 (13) : 2105 - 2118.e4
  • [3] Neural representation of vowel formants in tonotopic auditory cortex
    Fisher, Julia M.
    Dick, Frederic K.
    Levy, Deborah F.
    Wilson, Stephen M.
    NEUROIMAGE, 2018, 178 : 574 - 582
  • [4] Distributed representation of perceptual categories in the auditory cortex
    Kim, Heesoo
    Bao, Shaowen
    JOURNAL OF COMPUTATIONAL NEUROSCIENCE, 2008, 24 (03) : 277 - 290
  • [5] The Representation of the Pitch of Vowel Sounds in Ferret Auditory Cortex
    Schnupp, Jan
    King, Andrew
    Walker, Kerry
    Bizley, Jennifer
    NEUROPHYSIOLOGICAL BASES OF AUDITORY PERCEPTION, 2010, : 407 - 416
  • [6] Representation of speech categories in the primate auditory cortex
    Tsunada, Joji
    Lee, Jung Hoon
    Cohen, Yale E.
    JOURNAL OF NEUROPHYSIOLOGY, 2011, 105 (06) : 2634 - 2646
  • [7] Distributed representation of perceptual categories in the auditory cortex
    Heesoo Kim
    Shaowen Bao
    Journal of Computational Neuroscience, 2008, 24 : 277 - 290
  • [8] Bio-inspired Phonologic Processing: From Vowel Representation Spaces to Categories
    Gomez-Vilda, Pedro
    Manuel Ferrandez-Vicente, Jose
    Rodellar-Biarge, Victoria
    Munoz-Mulas, Cristina
    Martinez-Olalla, Rafael
    Alvarez-Marquina, Agustin
    Miguel Mazaira-Fernandez, Luis
    ADVANCES IN NONLINEAR SPEECH PROCESSING, 2011, 7015 : 119 - 126
  • [9] Auditory cortex accesses phonological categories: An MEG mismatch study
    Phillips, C
    Pellathy, T
    Marantz, A
    Yellin, E
    Wexler, K
    Poeppel, D
    McGinnis, M
    Roberts, T
    JOURNAL OF COGNITIVE NEUROSCIENCE, 2000, 12 (06) : 1038 - 1055
  • [10] Auditory representation of vowel and consonant features in the anterior temporal cortex
    Obleser, J
    Van Meter, J
    Girton, LE
    Leaver, AM
    Lahiri, A
    Rauschecker, JP
    JOURNAL OF COGNITIVE NEUROSCIENCE, 2005, : 79 - 80