Overview of Speech Based Gender Identification - Hassam Sheikh - Livros - Anchor Academic Publishing - 9783954892280 - 13 de março de 2014
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Overview of Speech Based Gender Identification

Hassam Sheikh

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Íkr 10.323,34

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Overview of Speech Based Gender Identification

This book focuses on the basics of natural language processing and machine learning required to make a standard speech- based gender identification system. In this book all the required signal processing techniques required for understanding the basics of natural language processing including all types of Fourier transform, basic speech enhancement techniques, voice activity detection and pitch estimation using sub harmonic-to-harmonic ratio are briefly explained as well. In the machine learning part, all the relevant machine learning models like Support Vector Machines, Gaussian Mixture Models and Adaptive boosting are explained. Lastly the results of different gender identification systems that were implemented using state of the art techniques are portrait and analysed.

Mídia Livros     Paperback Book   (Livro de capa flexível e brochura)
Lançado 13 de março de 2014
ISBN13 9783954892280
Editoras Anchor Academic Publishing
Páginas 82
Dimensões 146 × 5 × 207 mm   ·   117 g
Idioma English