神经计算语音处理
演讲制作
言语知觉的运动理论
心理学
分类
言语感知
感知
运动前皮质
认知心理学
范畴知觉
功能磁共振成像
听觉皮层
语音识别
计算机科学
神经科学
人工智能
医学
背
解剖
作者
Kaisu Lankinen,Jyrki Ahveninen,Işıl Uluç,Mohammad Daneshzand,Azma Mareyam,John E. Kirsch,Jon̈athan R. Polimeni,Brian Healy,Qiyuan Tian,Sheraz Khan,Aapo Nummenmaa,Qing Mei Wang,Jordan R. Green,Teresa J. Kimberley,Shasha Li
标识
DOI:10.1093/cercor/bhad384
摘要
Abstract Speech and language processing involve complex interactions between cortical areas necessary for articulatory movements and auditory perception and a range of areas through which these are connected and interact. Despite their fundamental importance, the precise mechanisms underlying these processes are not fully elucidated. We measured BOLD signals from normal hearing participants using high-field 7 Tesla fMRI with 1-mm isotropic voxel resolution. The subjects performed 2 speech perception tasks (discrimination and classification) and a speech production task during the scan. By employing univariate and multivariate pattern analyses, we identified the neural signatures associated with speech production and perception. The left precentral, premotor, and inferior frontal cortex regions showed significant activations that correlated with phoneme category variability during perceptual discrimination tasks. In addition, the perceived sound categories could be decoded from signals in a region of interest defined based on activation related to production task. The results support the hypothesis that articulatory motor networks in the left hemisphere, typically associated with speech production, may also play a critical role in the perceptual categorization of syllables. The study provides valuable insights into the intricate neural mechanisms that underlie speech processing.
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