Although it is well accepted that the speech motor system (SMS) is activated during speech perception, the functional role of this activation remains unclear. Here we test the hypothesis that the redundant motor activation contributes to categorical speech perception under adverse listening conditions. In this functional magnetic resonance imaging study, participants identified one of four phoneme tokens (/ba/, /ma/, /da/, or /ta/) under one of six signal-to-noise ratio (SNR) levels (-12, -9, -6, -2, 8 dB, and no noise). Univariate and multivariate pattern analyses were used to determine the role of the SMS during perception of noiseimpoverished phonemes. Results revealed a negative correlation between neural activity and perceptual accuracy in the left ventral premotor cortex and Broca's area. More importantly, multivoxel patterns of activity in the left ventral premotor cortex and Broca's area exhibited effective phoneme categorization when SNR ≥ -6 dB. This is in sharp contrast with phoneme discriminability in bilateral auditory cortices and sensorimotor interface areas (e.g., left posterior superior temporal gyrus), which was reliable only when the noise was extremely weak (SNR > 8 dB). Our findings provide strong neuroimaging evidence for a greater robustness of the SMS than auditory regions for categorical speech perception in noise. Under adverse listening conditions, better discriminative activity in the SMS may compensate for loss of specificity in the auditory system via sensorimotor integration.forward sensorimotor mapping | speech categorization | fMRI | multivariate pattern analysis T he perception and identification of speech signals have traditionally been attributed to the superior temporal cortices (1-3). However, the speech motor system (SMS)-the premotor cortex (PMC) and the posterior inferior frontal gyrus (IFG), including Broca's area-that traditionally supports speech production is also implicated in speech perception tasks as revealed by functional magnetic resonance imaging (fMRI) (4-8), magnetoencephalography (9), electrocorticography in patients (10), and transcranial magnetic stimulation (TMS) (11,12). Although there is little doubt about these redundant representations, contentious debate remains about the role of the SMS in speech perception. The idea of action-based (articulatory) representations of speech tokens was proposed long ago in the motor theory of speech perception (13) and has been revived recently with the discovery of "mirror neurons" (14). However, empirical evidence does not support a strong version of the motor theory (15). Instead, current theories of speech processing posit that the SMS may implement a sensorimotor integration function to facilitate speech perception (2,(16)(17)(18). Specifically, the SMS generates internal models that predict sensory consequences of articulatory gestures under consideration, and such forward predictions are matched with acoustic representations in sensorimotor interface areas located in the left posterior superior temporal gyrus (...