Sub-word based Tigrinya speech recognizer. An experiment using hidden Markov model

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Publisher : GRIN Verlag
ISBN 13 : 3346090310
Total Pages : 127 pages
Book Rating : 4.3/5 (46 download)

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Book Synopsis Sub-word based Tigrinya speech recognizer. An experiment using hidden Markov model by : Temesgen Gebretsadik

Download or read book Sub-word based Tigrinya speech recognizer. An experiment using hidden Markov model written by Temesgen Gebretsadik and published by GRIN Verlag. This book was released on 2020-01-02 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master's Thesis from the year 2013 in the subject Computer Science - Miscellaneous, grade: Very good, , course: Masters of Science in Computer Science, language: English, abstract: Speech recognition, a process of changing speech to text, has been one of a research area for the last many decades. Even though there are several techniques of modeling a speech recognizer, yet it is still challenging to find one that overcomes all the limitations. So this thesis examines the possibility of developing Tigrinya language speech recognizer by finding out which sub-word unit is most appropriate in developing efficient large vocabulary, speaker independent, and continuous Tigrinya speech recognition system using hidden Markov models (HMM). The recognizer was developed using Hidden Markov Model, and the Hidden Markov Modeling Toolkit was used to implement it. In the course of developing this system, the speech data is recorded at a sampling rate of 16 KHz and the recorded speech is converted into Mel Frequency Cepstral Coefficient (MFCC) vectors for further analysis and processing. In this research work, 1000 selected utterances were uttered by 26 selected peoples from different age group and sex constituting of 4643 unique words. Accordingly, the database is set up into two ways the first database comprised of 1000 utterances that are used for training and out of which 100 sentences were taken for testing and evaluation whereas the second database consists of 900 utterances for training and 100 utterances for test and evaluation which is different from the training set. Furthermore, the data is preprocessed in line with the requirements of the HTK toolkit and both the text and speech corpuses were prepared in consultation with the domain experts.

Isolated Word Speech Recognition Using Partially Hidden Markov Models

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Publisher :
ISBN 13 :
Total Pages : 19 pages
Book Rating : 4.:/5 (473 download)

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Book Synopsis Isolated Word Speech Recognition Using Partially Hidden Markov Models by : J. Aaen

Download or read book Isolated Word Speech Recognition Using Partially Hidden Markov Models written by J. Aaen and published by . This book was released on 1995 with total page 19 pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Isolated-word Speech Recognition System Using Hidden Markov Models

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Publisher :
ISBN 13 :
Total Pages : 166 pages
Book Rating : 4.:/5 (29 download)

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Book Synopsis An Isolated-word Speech Recognition System Using Hidden Markov Models by : William A. Bella

Download or read book An Isolated-word Speech Recognition System Using Hidden Markov Models written by William A. Bella and published by . This book was released on 1989 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Application of Hidden Markov Models in Speech Recognition

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Publisher : Now Publishers Inc
ISBN 13 : 1601981201
Total Pages : 125 pages
Book Rating : 4.6/5 (19 download)

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Book Synopsis The Application of Hidden Markov Models in Speech Recognition by : Mark Gales

Download or read book The Application of Hidden Markov Models in Speech Recognition written by Mark Gales and published by Now Publishers Inc. This book was released on 2008 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Application of Hidden Markov Models in Speech Recognition presents the core architecture of a HMM-based LVCSR system and proceeds to describe the various refinements which are needed to achieve state-of-the-art performance.

Factorial Hidden Markov Models for Speech Recognition

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Publisher :
ISBN 13 :
Total Pages : 34 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Factorial Hidden Markov Models for Speech Recognition by : Beth Logan

Download or read book Factorial Hidden Markov Models for Speech Recognition written by Beth Logan and published by . This book was released on 1997 with total page 34 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Report IT.

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (912 download)

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Book Synopsis Report IT. by :

Download or read book Report IT. written by and published by . This book was released on 1995 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Small Vocabulary, Isolated Word, Speaker-independent, Automatic Speech Recognition Using Hidden Markov Models

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Publisher :
ISBN 13 :
Total Pages : 45 pages
Book Rating : 4.:/5 (638 download)

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Book Synopsis Small Vocabulary, Isolated Word, Speaker-independent, Automatic Speech Recognition Using Hidden Markov Models by : Jonathan Hubert Herman Bloedow

Download or read book Small Vocabulary, Isolated Word, Speaker-independent, Automatic Speech Recognition Using Hidden Markov Models written by Jonathan Hubert Herman Bloedow and published by . This book was released on 1994 with total page 45 pages. Available in PDF, EPUB and Kindle. Book excerpt:

An LVQ-trained Hidden Markov Model for Automatic Speech Recognition

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (298 download)

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Book Synopsis An LVQ-trained Hidden Markov Model for Automatic Speech Recognition by : Yu-Chun Kuo

Download or read book An LVQ-trained Hidden Markov Model for Automatic Speech Recognition written by Yu-Chun Kuo and published by . This book was released on 1993 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Speech Recognition Using Hidden Markov Model

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ISBN 13 :
Total Pages : 70 pages
Book Rating : 4.:/5 (949 download)

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Book Synopsis Speech Recognition Using Hidden Markov Model by :

Download or read book Speech Recognition Using Hidden Markov Model written by and published by . This book was released on 2006 with total page 70 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Isolated Word Speech Recognition Using Hidden Markov Models

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (96 download)

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Book Synopsis Isolated Word Speech Recognition Using Hidden Markov Models by : Soon Chieh Lim

Download or read book Isolated Word Speech Recognition Using Hidden Markov Models written by Soon Chieh Lim and published by . This book was released on 2000 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Real-time Speech Recognition Using Hidden Markov Models

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (225 download)

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Book Synopsis Real-time Speech Recognition Using Hidden Markov Models by : Michael Mason

Download or read book Real-time Speech Recognition Using Hidden Markov Models written by Michael Mason and published by . This book was released on 1996 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Investigation of Hidden Markov Models for Speech Recognition

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Publisher :
ISBN 13 :
Total Pages : 140 pages
Book Rating : 4.:/5 (28 download)

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Book Synopsis Investigation of Hidden Markov Models for Speech Recognition by : Tham Dinh Le

Download or read book Investigation of Hidden Markov Models for Speech Recognition written by Tham Dinh Le and published by . This book was released on 1991 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Automatic Speech Recognition System for Isolated Words by Using Hidden Markov Models

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Publisher :
ISBN 13 :
Total Pages : 218 pages
Book Rating : 4.:/5 (23 download)

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Book Synopsis Automatic Speech Recognition System for Isolated Words by Using Hidden Markov Models by : Edmond Man Fai Tam

Download or read book Automatic Speech Recognition System for Isolated Words by Using Hidden Markov Models written by Edmond Man Fai Tam and published by . This book was released on 1989 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt:

STUDY OF SOME VARIATIONS ON TH

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Publisher : Open Dissertation Press
ISBN 13 : 9781374738843
Total Pages : 186 pages
Book Rating : 4.7/5 (388 download)

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Book Synopsis STUDY OF SOME VARIATIONS ON TH by : 梁舜德

Download or read book STUDY OF SOME VARIATIONS ON TH written by 梁舜德 and published by Open Dissertation Press. This book was released on 2017-01-27 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: This dissertation, "A Study of Some Variations on the Hidden Markov Modelling Approach to Speaker Independent Isolated Word Speech Recognition" by 梁舜德, Shun Tak Albert, Leung, was obtained from The University of Hong Kong (Pokfulam, Hong Kong) and is being sold pursuant to Creative Commons: Attribution 3.0 Hong Kong License. The content of this dissertation has not been altered in any way. We have altered the formatting in order to facilitate the ease of printing and reading of the dissertation. All rights not granted by the above license are retained by the author. DOI: 10.5353/th_b3120929 Subjects: Automatic speech recognition Markov processes

Isolated Word Recognition Using Hidden Markov Model and Neural Network

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Publisher :
ISBN 13 :
Total Pages : 134 pages
Book Rating : 4.:/5 (299 download)

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Book Synopsis Isolated Word Recognition Using Hidden Markov Model and Neural Network by : Muhammad Hassan Saif Siddiqi

Download or read book Isolated Word Recognition Using Hidden Markov Model and Neural Network written by Muhammad Hassan Saif Siddiqi and published by . This book was released on 1992 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Graphical Analysis of Hidden Markov Model Speech Recognition Experiments

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Publisher :
ISBN 13 :
Total Pages : 45 pages
Book Rating : 4.:/5 (341 download)

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Book Synopsis Graphical Analysis of Hidden Markov Model Speech Recognition Experiments by : DeWitt C. Seward

Download or read book Graphical Analysis of Hidden Markov Model Speech Recognition Experiments written by DeWitt C. Seward and published by . This book was released on 1995 with total page 45 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Comprehensive Research and Analysis on Speech Recognition with Hidden Markov Model

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Publisher :
ISBN 13 :
Total Pages : 88 pages
Book Rating : 4.:/5 (379 download)

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Book Synopsis A Comprehensive Research and Analysis on Speech Recognition with Hidden Markov Model by : Tong San Tee

Download or read book A Comprehensive Research and Analysis on Speech Recognition with Hidden Markov Model written by Tong San Tee and published by . This book was released on 1997 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt: