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Automatic Isolated Speech Recognition System Using MFCC Analysis

Automatic Isolated Speech Recognition System Using MFCC Analysis

von Aasim Ullah, Daud Shakil und Mohammad Faisal
Softcover - 9783659595653
54,90 €
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Beschreibung

This is all about a successfully implemented research project which is expected to be a commercial product in future. Objective of the research is to develop an Automatic Isolated Speech Recognition System (AISR) which will be able to classify four distinct words class enunciated as ¿GO¿, ¿STOP¿, ¿LEFT¿ and ¿RIGHT¿. Speech data are analyzed mainly with Mel Frequency Cepstrum Coefficients (MFCC) analysis along with some subsidiary DSP processing to create compact and prolific speech database. While Artificial Neural Network (ANN) is used as a classifier or recognizer to classify among the four distinct word classes. In order to justify feasibility and effectiveness of proposed ASR system a small scale application is implemented as well with designated speech classes.

A successful research project executed by Department ofElectrical & Electronic Engineering (EEE),IIUC

Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 01. September 2014
Maße 22 cm x 15 cm x 0.8 cm
Gewicht 191 Gramm
Format Softcover
ISBN-13 9783659595653
Seiten 116