Tactile stimulations reduce or promote the segregation of auditory streams: psychophysics and modelling
Darki, F.; Rankin, J.; Slowinski, P.
Show abstract
Auditory stream segregation plays a crucial role in understanding the auditory scene. This study investigates the role of tactile stimulation in auditory stream segregation through psychophysics experiments and a computational model of audio-tactile interactions. We examine how tactile pulses, synchronized with specific tones in a sequence of interleaved high- and low-frequency tones (ABA-triplets), influence the likelihood of perceiving integrated or segregated auditory streams. Our findings reveal that tactile pulses synchronized with specific tones enhance perceptual segregation, while pulses synchronized with both tones promote integration. Based on these findings, we developed a dynamical model that captures interactions between auditory and tactile neural circuits, including recurrent excitation, mutual inhibition, adaptation, and noise. The proposed model shows excellent agreement with the experiment. Model predictions are validated through psychophysics experiments. In the model, we assume that selective tactile stimulation dynamically modulates the tonotopic organization within the auditory cortex. This modulation facilitates segregation by reinforcing specific tonotopic responses through single-tone synchronization while smoothing neural activity patterns with dual-tone alignment to promote integration. The model offers a robust computational framework for exploring cross-modal effects on stream segregation and predicts neural behaviour under varying tactile conditions. Our findings imply that cross-modal synchronization, with carefully timed tactile cues, could improve auditory perception with potential applications in auditory assistive technologies aimed at enhancing speech recognition in noisy settings.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- How predictability affects habituation to novelty? 94%
- Steady state evoked potential (SSEP) responses in the primary and secondary somatosensory cortices of anesthetized cats: nonlinearity characterized by harmonic and intermodulation frequencies 93%
- Exploring the distribution of statistical feature parameters for natural sound textures 93%
Similar papers in this journal
- Predicting the Influence of Axon Myelination on Sound Localization Precision Using a Spiking Neural Network Model of Auditory Brainstem 95%
- Multisensory integration-attention trade-off in cochlear-implanted deaf individuals 94%
- The inner ear's active process contributes to selective attention to speech in noise 94%
"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.