The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
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The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
Cette lettre présente des résultats d'identification du locuteur indépendants du texte pour la parole téléphonique. Un système d'identification du locuteur basé sur la transformée de Karhunen-Loeve (KLT) dérivée de la conception d'un livre de codes utilisant un algorithme génétique (GA) est proposé. Nous avons combiné l'algorithme génétique (GA) et l'algorithme de quantification vectorielle (VQ) pour éviter les minima locaux typiques pour la compression des données du locuteur. Des précisions d’identification de 91 % ont été obtenues pour 100 locuteurs du mandarin.
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Chih-Chien Thomas CHEN, Chin-Ta CHEN, Shung-Yung LUNG, "Efficient Genetic Algorithm of Codebook Design for Text-Independent Speaker Recognition" in IEICE TRANSACTIONS on Fundamentals,
vol. E85-A, no. 11, pp. 2529-2531, November 2002, doi: .
Abstract: This letter presents text-independent speaker identification results for telephone speech. A speaker identification system based on Karhunen-Loeve transform (KLT) derived from codebook design using genetic algorithm (GA) is proposed. We have combined genetic algorithm (GA) and the vector quantization (VQ) algorithm to avoid typical local minima for speaker data compression. Identification accuracies of 91% were achieved for 100 Mandarin speakers.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/e85-a_11_2529/_p
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@ARTICLE{e85-a_11_2529,
author={Chih-Chien Thomas CHEN, Chin-Ta CHEN, Shung-Yung LUNG, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Efficient Genetic Algorithm of Codebook Design for Text-Independent Speaker Recognition},
year={2002},
volume={E85-A},
number={11},
pages={2529-2531},
abstract={This letter presents text-independent speaker identification results for telephone speech. A speaker identification system based on Karhunen-Loeve transform (KLT) derived from codebook design using genetic algorithm (GA) is proposed. We have combined genetic algorithm (GA) and the vector quantization (VQ) algorithm to avoid typical local minima for speaker data compression. Identification accuracies of 91% were achieved for 100 Mandarin speakers.},
keywords={},
doi={},
ISSN={},
month={November},}
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TY - JOUR
TI - Efficient Genetic Algorithm of Codebook Design for Text-Independent Speaker Recognition
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 2529
EP - 2531
AU - Chih-Chien Thomas CHEN
AU - Chin-Ta CHEN
AU - Shung-Yung LUNG
PY - 2002
DO -
JO - IEICE TRANSACTIONS on Fundamentals
SN -
VL - E85-A
IS - 11
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - November 2002
AB - This letter presents text-independent speaker identification results for telephone speech. A speaker identification system based on Karhunen-Loeve transform (KLT) derived from codebook design using genetic algorithm (GA) is proposed. We have combined genetic algorithm (GA) and the vector quantization (VQ) algorithm to avoid typical local minima for speaker data compression. Identification accuracies of 91% were achieved for 100 Mandarin speakers.
ER -