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Language Identification System using Matlab

Name: Language Identification System using Matlab
Brand: LAP Lambert Academic Publishing
SKU: 18641267
Price: 17685 HUF
Availability: InStock
Author: Rashida Husain
ISBN: 9786202065313

Design, Implementation, and Sample Codes

Rashida Husain

Teddy Surya Gunawan

Mira Kartiwi

Language

English

Book Paperback

Libristo code: 18641267

Publishers LAP Lambert Academic Publishing, November 2016

This book investigates the development of language identification based on Mel-Frequency Cepstral Co... Full description

Libristo code: 18641267

118 b

17 685 Ft

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This book investigates the development of language identification based on Mel-Frequency Cepstral Coefficients (MFCC) and Vector Quantization (VQ) algorithm using Matlab. In this study, a total of ten speakers were chosen randomly with different languages from online language database. A total of six males and four females were selected as subjects for this research and each of them spoke different languages, including Arabic, Chinese, English, Korean and Malay. The MFCC will be extracted to derive the related feature vector. Vector Quantization (VQ) algorithm is then used as classifier. The recognition rate is then calculated for each language. Several experiments were conducted to find the optimum parameters, in which we found that sampling frequency of 16000 Hz and codebook size of 75 provided good results. On average, the recognition rate for all five languages evaluated was 78%. The experimental results show that our proposed system provides a good recognition rate. This book provided samples of Matlab implementation code for language identification system.