Listening to two speakers: Capacity and tradeoffs in neural speech tracking during Selective and Distributed Attention

Maya Kaufman, Elana Zion Golumbic

Research output: Contribution to journalArticlepeer-review

5 Scopus citations

Abstract

Speech comprehension is severely compromised when several people talk at once, due to limited perceptual and cognitive resources. In such circumstances, top-down attention mechanisms can actively prioritize processing of task-relevant speech. However, behavioral and neural evidence suggest that this selection is not exclusive, and the system may have sufficient capacity to process additional speech input as well. Here we used a data-driven approach to contrast two opposing hypotheses regarding the system's capacity to co-represent competing speech: Can the brain represent two speakers equally or is the system fundamentally limited, resulting in tradeoffs between them? Neural activity was measured using magnetoencephalography (MEG) as human participants heard concurrent speech narratives and engaged in two tasks: Selective Attention, where only one speaker was task-relevant and Distributed Attention, where both speakers were equally relevant. Analysis of neural speech-tracking revealed that both tasks engaged a similar network of brain regions involved in auditory processing, attentional control and speech processing. Interestingly, during both Selective and Distributed Attention the neural representation of competing speech showed a bias towards one speaker. This is in line with proposed ‘bottlenecks’ for co-representation of concurrent speech and suggests that good performance on distributed attention tasks may be achieved by toggling attention between speakers over time.

Original languageEnglish
Article number119984
JournalNeuroImage
Volume270
DOIs
StatePublished - 15 Apr 2023

Bibliographical note

Publisher Copyright:
© 2023 The Authors

Keywords

  • Attention
  • Cocktail party
  • Distributed
  • Neural speech tracking
  • Selective

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