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Articles, Behavioral/Cognitive

Optimal Combination of Neural Temporal Envelope and Fine Structure Cues to Explain Speech Identification in Background Noise

Il Joon Moon, Jong Ho Won, Min-Hyun Park, D. Timothy Ives, Kaibao Nie, Michael G. Heinz, Christian Lorenzi and Jay T. Rubinstein
Journal of Neuroscience 3 September 2014, 34 (36) 12145-12154; DOI: https://doi.org/10.1523/JNEUROSCI.1025-14.2014
Il Joon Moon
1Department of Otorhinolaryngology-Head and Neck Surgery, Samsung Medical Center, Sungkyunkwan University, School of Medicine, Seoul 135-710, Korea,
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Jong Ho Won
2Department of Audiology and Speech Pathology, University of Tennessee Health Science Center, Knoxville, Tennessee 37996,
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Min-Hyun Park
3Department of Otorhinolaryngology, Seoul Metropolitan Government Boramae Medical Center, Seoul National University, Seoul 156-707, Korea,
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D. Timothy Ives
4Equipe Audition (UMR 8248 CNRS LSP), Institut d'Etude de la Cognition, Ecole Normale Superieure, Paris Sciences et Lettres, Paris 75005, France,
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Kaibao Nie
5Virginia Merrill Bloedel Hearing Research Center, Department of Otolaryngology-Head and Neck Surgery, University of Washington, Seattle, Washington 98195, and
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Michael G. Heinz
6Department of Speech, Language, and Hearing Sciences and
7Weldon School of Biomedical Engineering, Purdue University, West Lafayette, Indiana 47907
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Christian Lorenzi
4Equipe Audition (UMR 8248 CNRS LSP), Institut d'Etude de la Cognition, Ecole Normale Superieure, Paris Sciences et Lettres, Paris 75005, France,
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Jay T. Rubinstein
5Virginia Merrill Bloedel Hearing Research Center, Department of Otolaryngology-Head and Neck Surgery, University of Washington, Seattle, Washington 98195, and
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Abstract

The dichotomy between acoustic temporal envelope (ENV) and fine structure (TFS) cues has stimulated numerous studies over the past decade to understand the relative role of acoustic ENV and TFS in human speech perception. Such acoustic temporal speech cues produce distinct neural discharge patterns at the level of the auditory nerve, yet little is known about the central neural mechanisms underlying the dichotomy in speech perception between neural ENV and TFS cues. We explored the question of how the peripheral auditory system encodes neural ENV and TFS cues in steady or fluctuating background noise, and how the central auditory system combines these forms of neural information for speech identification. We sought to address this question by (1) measuring sentence identification in background noise for human subjects as a function of the degree of available acoustic TFS information and (2) examining the optimal combination of neural ENV and TFS cues to explain human speech perception performance using computational models of the peripheral auditory system and central neural observers. Speech-identification performance by human subjects decreased as the acoustic TFS information was degraded in the speech signals. The model predictions best matched human performance when a greater emphasis was placed on neural ENV coding rather than neural TFS. However, neural TFS cues were necessary to account for the full effect of background-noise modulations on human speech-identification performance.

  • computational model
  • neural mechanism
  • speech perception
  • temporal cues
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The Journal of Neuroscience: 34 (36)
Journal of Neuroscience
Vol. 34, Issue 36
3 Sep 2014
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Optimal Combination of Neural Temporal Envelope and Fine Structure Cues to Explain Speech Identification in Background Noise
Il Joon Moon, Jong Ho Won, Min-Hyun Park, D. Timothy Ives, Kaibao Nie, Michael G. Heinz, Christian Lorenzi, Jay T. Rubinstein
Journal of Neuroscience 3 September 2014, 34 (36) 12145-12154; DOI: 10.1523/JNEUROSCI.1025-14.2014

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Optimal Combination of Neural Temporal Envelope and Fine Structure Cues to Explain Speech Identification in Background Noise
Il Joon Moon, Jong Ho Won, Min-Hyun Park, D. Timothy Ives, Kaibao Nie, Michael G. Heinz, Christian Lorenzi, Jay T. Rubinstein
Journal of Neuroscience 3 September 2014, 34 (36) 12145-12154; DOI: 10.1523/JNEUROSCI.1025-14.2014
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Keywords

  • computational model
  • neural mechanism
  • speech perception
  • temporal cues

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