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Open AccessJournal ArticleDOI

Neural coding of continuous speech in auditory cortex during monaural and dichotic listening

Nai Ding, +1 more
- 01 Jan 2012 - 
- Vol. 107, Iss: 1, pp 78-89
TLDR
These findings characterize how the spectrotemporal features of speech are encoded in human auditory cortex and establish a single-trial-based paradigm to study the neural basis underlying the cocktail party phenomenon.
Abstract
The cortical representation of the acoustic features of continuous speech is the foundation of speech perception. In this study, noninvasive magnetoencephalography (MEG) recordings are obtained from human subjects actively listening to spoken narratives, in both simple and cocktail party-like auditory scenes. By modeling how acoustic features of speech are encoded in ongoing MEG activity as a spectrotemporal response function, we demonstrate that the slow temporal modulations of speech in a broad spectral region are represented bilaterally in auditory cortex by a phase-locked temporal code. For speech presented monaurally to either ear, this phase-locked response is always more faithful in the right hemisphere, but with a shorter latency in the hemisphere contralateral to the stimulated ear. When different spoken narratives are presented to each ear simultaneously (dichotic listening), the resulting cortical neural activity precisely encodes the acoustic features of both of the spoken narratives, but slightly weakened and delayed compared with the monaural response. Critically, the early sensory response to the attended speech is considerably stronger than that to the unattended speech, demonstrating top-down attentional gain control. This attentional gain is substantial even during the subjects' very first exposure to the speech mixture and therefore largely independent of knowledge of the speech content. Together, these findings characterize how the spectrotemporal features of speech are encoded in human auditory cortex and establish a single-trial-based paradigm to study the neural basis underlying the cocktail party phenomenon.

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Citations
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Journal ArticleDOI

EEG-Based Intersubject Correlations Reflect Selective Attention in a Competing Speaker Scenario.

TL;DR: In this article, the intersubject correlation (ISC) between individual and group EEG data was used to predict whether an individual attended to the left or right speech stream in a competing-speaker paradigm.
Journal ArticleDOI

Inaccurate cortical tracking of speech in adults with impaired speech perception in noise

TL;DR: In this paper, a magnetoencephalography study characterizes the cortical tracking of speech in a multi-talker background in a group of highly selected adult subjects with impaired speech perception in noise.
Book ChapterDOI

The influence of Chomsky on the neuroscience of language

TL;DR: The neuroscience of language is better off, worse off, or untouched by the intellectual tradition developed over the past 60 years by Noam Chomsky as discussed by the authors, and neuroscience research has progressed as if significant advances beginning in the 1950s and 1960s had not been made.
Posted ContentDOI

Hearing loss is associated with delayed neural responses to continuous speech

TL;DR: In this paper, the authors investigated the impact of hearing loss on the neural processing of speech using a forward modeling approach, and found that hearing-impaired listeners had increased neural tracking and delayed neural responses to continuous speech in quiet.
Dissertation

Spike Processing Circuit Design for Neuromorphic Computing

Chenyuan Zhao
TL;DR: In this dissertation, all these popular encoding and decoding schemes, i.e. rate encoding, latency encoding, ISI encoding, together with related hardware implementations have been discussed and analyzed and a test bench based on correlation inspection has been built to evaluate the information recovery capability of the proposed spiking processing link.
References
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Book

Elements of information theory

TL;DR: The author examines the role of entropy, inequality, and randomness in the design of codes and the construction of codes in the rapidly changing environment.
Journal ArticleDOI

The cortical organization of speech processing

TL;DR: A dual-stream model of speech processing is outlined that assumes that the ventral stream is largely bilaterally organized — although there are important computational differences between the left- and right-hemisphere systems — and that the dorsal stream is strongly left- Hemisphere dominant.
Journal ArticleDOI

Some Experiments on the Recognition of Speech, with One and with Two Ears

TL;DR: In this paper, the relation between the messages received by the two ears was investigated, and two types of test were reported: (a) the behavior of a listener when presented with two speech signals simultaneously (statistical filtering problem) and (b) behavior when different speech signals are presented to his two ears.
Journal ArticleDOI

Speech recognition with primarily temporal cues.

TL;DR: Nearly perfect speech recognition was observed under conditions of greatly reduced spectral information; the presentation of a dynamic temporal pattern in only a few broad spectral regions is sufficient for the recognition of speech.
Journal ArticleDOI

Electrical Signs of Selective Attention in the Human Brain

TL;DR: Auditory evoked potentials were recorded from the vertex of subjects who listened selectively to a series of tone pipping in one ear and ignored concurrent tone pips in the other ear to study the response set established to recognize infrequent, higher pitched tone pipped in the attended series.
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