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Dynamic Encoding of Acoustic Features in Neural Responses to Continuous Speech

机译:连续语音的神经反应中声学特征的动态编码

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摘要

Humans are unique in their ability to communicate using spoken language. However, it remains unclear how the speech signal is transformed and represented in the brain at different stages of the auditory pathway. In this study, we characterized electroencephalography responses to continuous speech by obtaining the time-locked responses to phoneme instances (phoneme-related potential). We showed that responses to different phoneme categories are organized by phonetic features. We found that each instance of a phoneme in continuous speech produces multiple distinguishable neural responses occurring as early as 50 ms and as late as 400 ms after the phoneme onset. Comparing the patterns of phoneme similarity in the neural responses and the acoustic signals confirms a repetitive appearance of acoustic distinctions of phonemes in the neural data. Analysis of the phonetic and speaker information in neural activations revealed that different time intervals jointly encode the acoustic similarity of both phonetic and speaker categories. These findings provide evidence for a dynamic neural transformation of low-level speech features as they propagate along the auditory pathway, and form an empirical framework to study the representational changes in learning, attention, and speech disorders.>SIGNIFICANCE STATEMENT We characterized the properties of evoked neural responses to phoneme instances in continuous speech. We show that each instance of a phoneme in continuous speech produces several observable neural responses at different times occurring as early as 50 ms and as late as 400 ms after the phoneme onset. Each temporal event explicitly encodes the acoustic similarity of phonemes, and linguistic and nonlinguistic information are best represented at different time intervals. Finally, we show a joint encoding of phonetic and speaker information, where the neural representation of speakers is dependent on phoneme category. These findings provide compelling new evidence for dynamic processing of speech sounds in the auditory pathway.
机译:人类使用口头语言进行交流的能力是独一无二的。但是,尚不清楚语音信号如何在听觉途径的不同阶段在大脑中转换和表示。在这项研究中,我们通过获得对音素实例的时间响应(音素相关电位)来表征对连续语音的脑电图响应。我们表明,对不同音素类别的响应是由语音特征组织的。我们发现,连续语音中的每个音素实例都会在音素发作后的50毫秒和400毫秒内产生多个可区分的神经反应。比较神经反应和声音信号中音素相似性的模式,可以确认神经数据中音素的声音区别的重复出现。对神经激活中语音和说话者信息的分析表明,不同的时间间隔共同编码了语音和说话者类别的声学相似性。这些发现为低水平语音特征沿着听觉路径传播的动态神经转化提供了证据,并形成了研究学习,注意力和言语障碍的表征变化的经验框架。>重要声明 >我们表征了连续语音中对音素实例的诱发神经反应的特性。我们显示,连续语音中的每个音素实例会在音素发作后的50毫秒和400毫秒之后的不同时间产生几个可观察到的神经反应。每个时间事件都明确​​地编码音素的声学相似性,并且最好在不同的时间间隔表示语言和非语言信息。最后,我们展示了语音和说话者信息的联合编码,其中说话者的神经表示取决于音素类别。这些发现为在听觉途径中动态处理语音提供了令人信服的新证据。

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