Speech Recognition Using The Mellin Transform

Description: Please refer to the section BELOW (and NOT ABOVE) this line for the product details - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Title:Speech Recognition Using The Mellin TransformISBN13:9781502959430ISBN10:1502959437Author:Air Force Institute of Technology (Author)Description:(This is a RePrint) - The Purpose Of This Research Was To Improve Performance In Speech Recognition Specifically, A New Approach Was Investigating By Applying An Integral Transform Known As The Mellin Transform (Mt) On The Output Of An Auditory Model To Improve The Recognition Rate Of Phonemes Through The Scale-Invariance Property Of The Mellin Transform Scale-Invariance Means That As A Time-Domain Signal Is Subjected To Dilations, The Distribution Of The Signal In The Mt Domain Remains Unaffected An Auditory Model Was Used To Transform Speech Waveforms Into Images Representing How The Brain Sees A Sound The Mt Was Applied And Features Were Extracted The Features Were Used In A Speech Recognizer Based On Hidden Markov Models The Results From Speech Recognition Experiments Showed An Increase In Recognition Rates For Some Phonemes Compared To Traditional Methods Binding:Paperback, PaperbackPublisher:Createspace Independent Publishing PlatformPublication Date:2014-10-26Weight:0.33 lbsDimensions:0.11'' H x 11.02'' L x 8.5'' WNumber of Pages:54Language:English

Price: 14.65 USD

Location: USA

End Time: 2025-01-22T11:06:58.000Z

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