關鍵字查詢 | 類別:會議論文 | | 關鍵字:Automatic Speaker Identification Based on Fuzzy Theory and Neural Network Using Genetic Algorithm

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序號 學年期 教師動態
1 86/1 電機系 謝景棠 教授 會議論文 發佈 Automatic Speaker Identification Based on Fuzzy Theory and Neural Network Using Genetic Algorithm , [86-1] :Automatic Speaker Identification Based on Fuzzy Theory and Neural Network Using Genetic Algorithm會議論文Automatic Speaker Identification Based on Fuzzy Theory and Neural Network Using Genetic AlgorithmHsieh, Ching-Tang; Lai, Eugene; Wang, You-Chuang淡江大學電機工程學系模糊理論;類神經網路;演算法;語音辨識;Fuzzy Theory;Neural Network;Algorithm;Speaker Recognition第十屆計算語言學研討會論文集=Proceedings of ROCLING X International Conference 1997 Research on Computational Linguistics,頁300-315中華民國計算語言學學會; 中央研究院資訊科學研究所This paper proposes a two-stage speaker identification structure, using the average value of first formant (Vi) and zero crossing rate as the parameters and then preliminarily clustering the speech data by the distributed fuzzy rules to eliminate unnecessary silence and consonants. In order to fasten the operation speed to achieve the real time system, we also use the genetic algorithm to screen out unnecessary fuzzy rules. The results of the experiment show that the distributed fuzzy rules do effectively cluster the dat
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