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Phonetic Speaker Recognition

机译:语音说话者识别

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摘要

This paper introduces a novel language-independent speaker-recognition system based on differences among speakers in dynamic realization of phonetic features (i.e., pronunciation) rather than spectral differences in voice quality. The system exploits phonetic information from six languages to perform text independent speaker recognition. All experiments were performed on the NIST 2001 Speaker Recognition Evaluation Extended Data Task. Recognition results are provided for each of the six language front ends and for various fusions. The fusion results demonstrate that speaker recognition capability for speech in languages outside the system is successful.
机译:本文介绍了一种新颖的语言独立说话人识别系统,该系统基于说话人之间语音特征(即语音)的动态实现中的差异而不是语音质量中的频谱差异而不同。该系统利用六种语言的语音信息来执行与文本无关的说话人识别。所有实验均在NIST 2001说话者识别评估扩展数据任务上进行。提供了针对六个语言前端中的每一个以及各种融合的识别结果。融合结果表明,系统外语言的说话人识别能力是成功的。

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