Speech Recognition Using the Mellin Transform 9781502959430 Fast Free Shipping-

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Item specifics

Condition
Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
PublishedOn
2014-10-26
Title
Speech Recognition Using the Mellin Transform
Artist
Not Specified
Type
Not Specified
Publication Name
Not Specified
ISBN
9781502959430
Book Title
Speech Recognition Using the Mellin Transform
Publisher
CreateSpace
Item Length
11 in
Publication Year
2014
Format
Trade Paperback
Language
English
Item Height
0.1 in
Author
Air Force Air Force Institute of Technology
Genre
Political Science
Topic
Intelligence & Espionage
Item Weight
6.9 Oz
Item Width
8.5 in
Number of Pages
54 Pages

About this product

Product Identifiers

Publisher
CreateSpace
ISBN-10
1502959437
ISBN-13
9781502959430
eBay Product ID (ePID)
234952431

Product Key Features

Book Title
Speech Recognition Using the Mellin Transform
Number of Pages
54 Pages
Language
English
Topic
Intelligence & Espionage
Publication Year
2014
Genre
Political Science
Author
Air Force Air Force Institute of Technology
Format
Trade Paperback

Dimensions

Item Height
0.1 in
Item Weight
6.9 Oz
Item Length
11 in
Item Width
8.5 in

Additional Product Features

Intended Audience
Trade
Synopsis
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.

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