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Automatic Speaker Recognition Using Phase Based Features

Name: Automatic Speaker Recognition Using Phase Based Features
Brand: Scholars' Press
SKU: 08018514
Price: 27650 HUF
Availability: InStock
Author: Tharmarajah Thiruvaran
ISBN: 9783639708141

Tharmarajah Thiruvaran

Eliathamby Ambikairajah

Julien Epps

Language

English

Book Paperback

Libristo code: 08018514

Publishers Scholars' Press, September 2014

A theory has been developed to show that the FM component can be extracted using second-order all po... Full description

Libristo code: 08018514

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A theory has been developed to show that the FM component can be extracted using second-order all pole modelling, and a technique for extracting FM features using this model is proposed, to produce very smooth, slowly varying FM features that are effective for speaker recognition. This is evaluated on NIST 2008 international speaker recognition evaluation. Optimum Frequency band allocation specifically to capture speaker specific information is studied in terms of the number of sub-bands and spacing of center frequencies, and two new frequency band re-allocations are proposed for FM based speaker recognition. Furthermore, FM feature is successfully utilized for automatic forensic speaker recognition, which is implemented based on the likelihood ratio framework with two stage modelling and calibration, and shown to behave in a complementary manner to amplitude information.

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About the book

Full name Automatic Speaker Recognition Using Phase Based Features

Author Tharmarajah Thiruvaran, Eliathamby Ambikairajah, Julien Epps

Language

English

Binding Book - Paperback

Date of issue 2014

Number of pages 192

EAN 9783639708141

ISBN 3639708148

Libristo code 08018514

Publishers Scholars' Press

Weight 290

Dimensions 152 x 229 x 11

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