Parsing Continuous Speech: The Role of Neuronal Oscillations and Sentential Context

Abstract

The objective of this research program is to formulate a fundamental cortical computation principle, universal across sensory modalities, which underlies comprehension. We aim at understanding how sensory input in general, and speech in particular, is perceived by biological organisms, and at implementing this knowledge in machines. We propose a cortical computation mechanism with cascaded oscillators at the core and test its capability to predict behavioral and neurophysiological performances on challenging acoustic/linguistic conditions. The model provides a metric based on cortical function to assess the interaction between the sensory information stream and the resulting behavior.

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Document Details

Document Type
Technical Report
Publication Date
Jul 07, 2021
Accession Number
AD1144446

Entities

People

  • Oded Ghitza

Organizations

  • Boston University

Tags

Communities of Interest

  • Biomedical
  • C4I
  • Sensors

DTIC Thesaurus Topics

  • Air Force
  • Automated Speech Recognition
  • Brain
  • Coding
  • Cognitive Science
  • Decoding
  • Information Processing
  • Information Theory
  • Intelligibility
  • Language
  • Neurosciences
  • Pattern Recognition
  • Psychology
  • Recognition
  • Scientific Research
  • Speech Compression
  • Three Dimensional

Readers

  • Computational Linguistics
  • Computational Modeling and Simulation
  • Neuroscience