Isolated word recognition using MFCC-LPC-VQ and Hidden Markov Model - Softcover

Patil, Mahesh; Admuthe, Lalita; Kapase, Niraj

9783659942839: Isolated word recognition using MFCC-LPC-VQ and Hidden Markov Model

Softcover

ISBN 10: 3659942839 ISBN 13: 9783659942839

Verlag: LAP LAMBERT Academic Publishing, 2016

Alle Exemplare dieser ISBN-Ausgabe

0 Gebraucht

2 Neu

Von EUR 35,90

Speech recognition has been an integral part of human life acting as one of the five senses of human body, because of which application developed on the basis of speech recognition has high degree of acceptance. The analysis of the different steps involved in isolated word recognition using Mel Frequency cepstral coefficients (MFCC), Vector quantization (VQ) and Hidden Markov Model (HMM) is seen here. The simple and efficient approach is used here which can be utilised in embedded systems. After analysing the steps above we realised the process using small programs using MATLAB which is able to do small number of isolated word recognition.The work done here develops a speaker independent isolated word recognizer from the acoustic signals based on a discrete observation Hidden Markov Model (HMM). The study implements the HMM based isolated word recognizer in three steps- Speech Segmentation,Feature extraction and Feature Matching.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

�ber die Autorin bzw. den Autor

Prof. Mahesh K. Patil completed M.E.(Electronics Engg.) from Shivaji University India. He is currently working as Assistant Professor in DKTES's TEI Ichalkarnji,Maharashtra, India. His academic experience is 6 years. His area of specialization is speech processing, Electromagnetic and Microwave engineering.

��ber diesen Titel� kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag: LAP LAMBERT Academic Publishing
Erscheinungsdatum: 2016
Sprache: Englisch
ISBN 10: 3659942839
ISBN 13: 9783659942839
Einband: Tapa blanda
Anzahl der Seiten: 80
Kontakt zum Hersteller: Nicht verf�gbar
Verantwortliche Person: Nicht verf�gbar

Neu kaufen

Diesen Artikel anzeigen

EUR 35,90

W�hrung umrechnen

Gratis f�r den Versand innerhalb von/der Deutschland

Versandziele, Kosten & Dauer

In den Warenkorb

Suchergebnisse f�r Isolated word recognition using MFCC-LPC-VQ and Hidden...

Foto des Verk�ufers

Isolated word recognition using MFCC-LPC-VQ and Hidden Markov Model

Mahesh Patil

Verlag: LAP LAMBERT Academic Publishing Aug 2016, 2016

ISBN 10: 3659942839 ISBN 13: 9783659942839

Neu Taschenbuch

Anbieter: buchversandmimpf2000, Emtmannsberg, BAYE, Deutschland

Verk�uferbewertung 5 von 5 Sternen

Taschenbuch. Zustand: Neu. Neuware -Speech recognition has been an integral part of human life acting as one of the five senses of human body, because of which application developed on the basis of speech recognition has high degree of acceptance. The analysis of the different steps involved in isolated word recognition using Mel Frequency cepstral coefficients (MFCC), Vector quantization (VQ) and Hidden Markov Model (HMM) is seen here. The simple and efficient approach is used here which can be utilised in embedded systems. After analysing the steps above we realised the process using small programs using MATLAB which is able to do small number of isolated word recognition.The work done here develops a speaker independent isolated word recognizer from the acoustic signals based on a discrete observation Hidden Markov Model (HMM). The study implements the HMM based isolated word recognizer in three steps- Speech Segmentation,Feature extraction and Feature Matching.Books on Demand GmbH, �berseering 33, 22297 Hamburg 80 pp. Englisch. Artikel-Nr. 9783659942839

Verk�ufer kontaktieren