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A Bio-inspired Architecture for Cognitive Audio

机译:生物启发的认知音频架构

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摘要

A comprehensive view of speech and voice technologies is now demanding better and more complex tools amenable of extracting as much knowledge about sound and speech as possible. Many knowledge-extraction tasks from speech and voice share well-known procedures at the algorithmic level under the point of view of bio-inspiration. The same resources employed to decode speech phones may be used in the characterization of the speaker (gender, age, speaking group, etc.). Based on these facts the present paper examines a hierarchy of sound processing levels at the auditory and perceptual levels on the brain neural paths which can be translated into a bio-inspired audio-processing architecture. Through this paper its fundamental characteristics are analyzed in relation with current tendencies in cognitive audio processing. Examples extracted from speech processing applications in the domain of acoustic-phonetics are presented. These may find applicability in speaker's characterization, forensics, and biometry, among others.
机译:现在,对语音和语音技术的全面了解要求提供更好,更复杂的工具,这些工具应能提取尽可能多的有关语音和语音的知识。从生物启发的角度来看,语音和语音中的许多知识提取任务在算法级别共享众所周知的过程。可以在对说话者的表征(性别,年龄,说话群体等)中使用用于解码语音电话的相同资源。基于这些事实,本文研究了大脑神经路径在听觉和知觉水平上的声音处理级别的层次结构,这些层次可以转换为生物启发的音频处理体系结构。通过本文,分析了其基本特征与认知音频处理中的当前趋势。提出了从声学领域的语音处理应用程序中提取的示例。这些可能会在说话人的表征,法医和生物测定等领域找到适用性。

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