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Emotional Interactive Simulation System of English Speech Recognition in Virtual Context
Author
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-08-11
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
With the development of virtual scenes, the degree of simulation and functions of virtual reality have been very complete, providing a new platform and perspective for teaching design.
Firstly, the hidden Markov chain model is used to perform emotion recognition on English speech signals.
English speech emotion recognition and speech semantic recognition are essentially the same.
Hidden Markov style has been widely used in English speech semantic recognition.
The experiments of feature extraction and pattern recognition of speech samples prove that Hidden Markovian has higher recognition rate and better recognition effect in speech emotion recognition.
Secondly, combining the human pronunciation model and the hearing model, by analyzing the impact of the glottis feature on the human ear hearing-model feature, the research application of the English speech recognition emotion interactive simulation system uses the glottis feature to compensate the human ear, hearing feature is proposed by compensated English speech recognition, and emotion interaction simulation system is used in the English speech emotion experiment, which has obtained a high recognition rate and showed excellent performance.
American Psychological Association (APA)
Li, Dan. 2020. Emotional Interactive Simulation System of English Speech Recognition in Virtual Context. Complexity،Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1145563
Modern Language Association (MLA)
Li, Dan. Emotional Interactive Simulation System of English Speech Recognition in Virtual Context. Complexity No. 2020 (2020), pp.1-11.
https://search.emarefa.net/detail/BIM-1145563
American Medical Association (AMA)
Li, Dan. Emotional Interactive Simulation System of English Speech Recognition in Virtual Context. Complexity. 2020. Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1145563
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1145563