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Speaker Recognition Systems: A Tutorial

机译:说话人识别系统:教程

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Abstract This paper gives an overview of speaker recognition systems. Speaker recognition is the task of automatically recognizing who is speaking by identifying an unknown speaker among several reference speakers using speaker-specific information included in speech waves. The different classification of speaker recognition and speech processing techniques required for performing the recognition task are discussed. The basic modules of a speaker recognition system are outlined and discussed. Some of the techniques required to implement each module of the system were discussed and others are mentioned. The methods were also compared with one another. Finally, this paper concludes by giving a few research trends in speaker recognition for some year to come.
机译:摘要本文概述了说话人识别系统。说话者识别是通过使用语音波中包含的特定于说话者的信息在多个参考说话者中识别未知说话者来自动识别谁在说话的任务。讨论了执行识别任务所需的说话人识别和语音处理技术的不同分类。概述和讨论了说话人识别系统的基本模块。讨论了实现系统每个模块所需的一些技术,并提及了其他技术。方法也进行了比较。最后,本文总结了未来几年演讲者识别的一些研究趋势。

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