The Effect of External and Middle Ear Filtering on Automatic Phoneme Recognition

نویسندگان

  • Beng T. Tan
  • Phillip Dermody
  • Minyue Fu
  • Andrew Spray
چکیده

AUTOMATIC PHONEME RECOGNITION Beng T. Tan Dept. of Elect. and Comp. Eng., The University of Newcastle, NSW 2308, Australia. Phillip Dermody National Acoustic Laboratories, 126 Greville Street, NSW 2067, Australia. Minyue Fu, Andrew Spray Dept. of Elect. and Comp. Eng., The University of Newcastle, NSW 2308, Australia. ABSTRACT This study investigates the e ect of di erent external and middle ear models as the preemphasis lter for speech recognition. We nd that an external and middle ear model derived from physiological data of human auditory systems gives the highest recognition rate. This auditory based preemphasis lter also gives good a recognition rate for the consonant sounds (fricatives, stops, liquids and diphthongs).

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تاریخ انتشار 1996