People with an autism spectrum disorder (ASD) often have difficulties with recognising what another person is saying in noisy conditions such as in a crowded classroom or a restaurant.The underlying neural mechanisms of this speech perception difficulty are unclear. In typically developed individuals, three cerebral cortex regions are particularly related to speech-in-noise perception: The left inferior frontal gyrus (IFG), the right insula and the left inferior parietal lobule (IPL) (Alain et al., HBM, 2018). Here we tested whether responses in these cerebral cortex regions are altered in speech-in-noise perception in ASD. 17 adults with ASD and 17 typically developing controls (matched pairwise on age, sex and IQ) performed an auditoryonly speech recognition task during functional magnetic resonance imaging (fMRI). Speech was presented either with noise (noise condition) or without noise (no noise condition, i.e., clear speech). In the left IFG, blood-oxygenation-level-dependent (BOLD) responses were higher in the control compared to the ASD group for recognising speech-in-noise in comparison to clear speech. In the right insula and left IPL both groups had similar response magnitudes for the contrast between speech-in-noise and clear speech recognition. Additionally, we replicated previous findings that BOLD responses in speech-related and auditory brain regions (including bilateral superior temporal sulcus and Heschl's gyrus) for clear speech were similar in both groups. Our findings show that in ASD, the processing of speech is particularly reduced under noisy conditions in the left IFG. Dysfunction of the IFG might be important in explaining restricted speech comprehension in noisy environments in ASD.