Minimal background noise enhances neural speech tracking: Evidence of stochastic resonance
Herrmann, B.
Show abstract
Neural activity in auditory cortex tracks the amplitude-onset envelope of continuous speech, but recent work counter-intuitively suggests that neural tracking increases when speech is masked by background noise, despite reduced speech intelligibility. Noise-related amplification could indicate that stochastic resonance - the response facilitation through noise - supports neural speech tracking, but a comprehensive account is lacking. In five human electroencephalography (EEG) experiments, the current study demonstrates a generalized enhancement of neural speech tracking due to minimal background noise. Results show that a) neural speech tracking is enhanced for speech masked by background noise at very high SNRs ([~]30 dB SNR) where speech is highly intelligible; b) this enhancement is independent of attention; c) it generalizes across different stationary background maskers, but is strongest for 12-talker babble; and d) it is present for headphone and free-field listening, suggesting that the neural-tracking enhancement generalizes to real-life listening. The work paints a clear picture that minimal background noise enhances the neural representation of the speech onset-envelope, suggesting that stochastic resonance contributes to neural speech tracking. The work further highlights non-linearities of neural tracking induced by background noise that make its use as a biological marker for speech processing challenging.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Attentional engagement with target and distractor streams predicts speech comprehension in multitalker environments 98%
- General auditory and speech-specific contributions to cortical envelope tracking revealed using auditory chimeras 98%
- Neurophysiological evidence of sensory prediction errors driving speech sensorimotor adaptation 97%
Similar papers in this journal
- Delta/theta band EEG differentially tracks low and high frequency speech-derived envelopes 98%
- Cross-modal interactions at the audiovisual cocktail-party revealed by behavior, ERPs, and neural oscillations 97%
- The integration of continuous audio and visual speech in a cocktail-party environment depends on attention 97%
Similar papers in this journal
Similar papers in this journal
- Neural activity during story listening is synchronized across individuals despite acoustic masking 98%
- Consonance perception in congenital amusia: behavioral and brain responses to harmonicity and beating cues 97%
- Lexical influences on categorical speech perception are driven by a temporoparietal circuit 96%
Similar papers in this journal
- Are you talking to me? How the choice of speech register impacts listeners' hierarchical encoding of speech. 98%
- Distinct roles of SNR, speech Intelligibility, and attentional effort on neural speech tracking in noise 97%
- Neural signatures of automatic letter-speech sound integration in literate adults 96%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.