Feature Extraction Using Pulse-Coupled Neural Network in Isolated Speech Recognition

This article presents achieved results concerning an feature extraction in isolated speech recognition problem using the Pulse-Coupled Neural Network (PCNN) approach. PCNN based feature extraction is analyzed for a direct Pulse Coded Modulation (PCM) input and a Fast Fourier Transform (FFT) coeffici...

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Main Author: Matus Jurecka
Format: Article
Language:English
Published: University of Žilina 2006-09-01
Series:Communications
Subjects:
Online Access:https://komunikacie.uniza.sk/artkey/csl-200603-0008_feature-extraction-using-pulse-coupled-neural-network-in-isolated-speech-recognition.php
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author Matus Jurecka
author_facet Matus Jurecka
author_sort Matus Jurecka
collection DOAJ
description This article presents achieved results concerning an feature extraction in isolated speech recognition problem using the Pulse-Coupled Neural Network (PCNN) approach. PCNN based feature extraction is analyzed for a direct Pulse Coded Modulation (PCM) input and a Fast Fourier Transform (FFT) coefficients input.
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spelling doaj.art-2bffd4618ea542249706f65585fb5ee02023-04-14T06:29:48ZengUniversity of ŽilinaCommunications1335-42052585-78782006-09-0183333610.26552/com.C.2006.3.33-36csl-200603-0008Feature Extraction Using Pulse-Coupled Neural Network in Isolated Speech RecognitionMatus Jurecka0Department of Technical Cybernetics, Faculty of Management Science and Informatics, University of Zilina, SlovakiaThis article presents achieved results concerning an feature extraction in isolated speech recognition problem using the Pulse-Coupled Neural Network (PCNN) approach. PCNN based feature extraction is analyzed for a direct Pulse Coded Modulation (PCM) input and a Fast Fourier Transform (FFT) coefficients input.https://komunikacie.uniza.sk/artkey/csl-200603-0008_feature-extraction-using-pulse-coupled-neural-network-in-isolated-speech-recognition.phpno keywords
spellingShingle Matus Jurecka
Feature Extraction Using Pulse-Coupled Neural Network in Isolated Speech Recognition
Communications
no keywords
title Feature Extraction Using Pulse-Coupled Neural Network in Isolated Speech Recognition
title_full Feature Extraction Using Pulse-Coupled Neural Network in Isolated Speech Recognition
title_fullStr Feature Extraction Using Pulse-Coupled Neural Network in Isolated Speech Recognition
title_full_unstemmed Feature Extraction Using Pulse-Coupled Neural Network in Isolated Speech Recognition
title_short Feature Extraction Using Pulse-Coupled Neural Network in Isolated Speech Recognition
title_sort feature extraction using pulse coupled neural network in isolated speech recognition
topic no keywords
url https://komunikacie.uniza.sk/artkey/csl-200603-0008_feature-extraction-using-pulse-coupled-neural-network-in-isolated-speech-recognition.php
work_keys_str_mv AT matusjurecka featureextractionusingpulsecoupledneuralnetworkinisolatedspeechrecognition