Role of Articulatory Motor Networks in Perceptual Categorization of Speech Signals: A 7 T fMRI Study

心理学 分类 功能磁共振成像 演讲制作 感知 听力学 运动前皮质 语音识别 神经计算语音处理 刺激(心理学) 体素 言语感知 认知心理学 神经科学 计算机科学 人工智能 医学 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,Qingmei Wang,Jordan R. Green,Teresa J. Kimberley,Shasha Li
标识
DOI:10.1101/2023.07.02.547409
摘要

The association between brain regions involved in speech production and those that play a role in speech perception is not yet fully understood. We compared speech production related brain activity with activations resulting from perceptual categorization of syllables using high field 7 Tesla functional magnetic resonance imaging (fMRI) at 1-mm isotropic voxel resolution, enabling high localization accuracy compared to previous studies.Blood oxygenation level dependent (BOLD) signals were obtained in 20 normal hearing subjects using a simultaneous multi-slice (SMS) 7T echo-planar imaging (EPI) acquisition with whole-head coverage and 1 mm isotropic resolution. In a speech production localizer task, subjects were asked to produce a silent lip-round vowel /u/ in response to the visual cue "U" or purse their lips when they saw the cue "P". In a phoneme discrimination task, subjects were presented with pairs of syllables, which were equiprobably identical or different along an 8-step continuum between the prototypic /ba/ and /da/ sounds. After the presentation of each stimulus pair, the subjects were asked to indicate whether the two syllables they heard were identical or different by pressing one of two buttons. In a phoneme classification task, the subjects heard only one syllable and asked to indicate whether it was /ba/ or /da/.Univariate fMRI analyses using a parametric modulation approach suggested that left motor, premotor, and frontal cortex BOLD activations correlate with phoneme category variability in the /ba/-/da/ discrimination task. In contrast, the variability related to acoustic features of the phonemes were the highest in the right primary auditory cortex. Our multivariate pattern analysis (MVPA) suggested that left precentral/inferior frontal cortex areas, which were associated with speech production according to the localizer task, play a role also in perceptual categorization of the syllables.The results support the hypothesis that articulatory motor networks in the left hemisphere that are activated during speech production could also have a role in perceptual categorization of syllables. Importantly, high voxel-resolution combined with advanced coil technology allowed us to pinpoint the exact brain regions involved in both perception and production tasks.
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