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Rosalyn S. Hobson


Click on the titles below to find US government-authored or -collected reports written by Rosalyn S. Hobson

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Isolated Speech Recognition Using Artificial Neural Networks 25 OCT 2001
Authors:  Prasad D. Polur; Ruobing Zhou; Jun Yang; Fedra Adnani; Rosalyn S. Hobson; VIRGINIA COMMONWEALTH UNIV RICHMOND SCHOOL OF ENGINEERING
The full text of this report is not available and therefore is not for sale. This information is provided for reference purposes only.In this project Artificial Neural Networks are used as research tool to accomplish Automated Speech Recognition of normal speech. A small size vocabulary containing the words YES and NO is chosen. Spectral features using cepstral analysis are extracted per frame and imported to a feedforward neural network which uses a backpropagation with momentum training algorithm. The network is trained to recognize and classify the incoming words into the respective categories. ...


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