European Journal of Neuroscience · 2009 · 340 citations · 29 references
Health ProfessionsAudiologyNeuroscienceAuditory ElectrophysiologyElectrophysiologyPsychoacousticsAuditory Evoked PotentialsAuditory NeurophysiologyElectroencephalogram AnalysisElectroencephalographyAmplitude Envelope AnalysisElectrophysiological MeasurementImpulse ResponseImpulse Response EstimationImpulse Response FunctionImpulse Response MeasurementIntracranial EegStimulation Parameters
The human auditory system is adapted to process individual speech streams, yet obtaining temporally detailed responses to continuous natural speech has been impracticable with standard neurophysiological techniques. The study introduces a method to estimate temporally precise electrophysiological responses to uninterrupted natural speech. AESPA derives the auditory system’s impulse response by modeling the recorded EEG as the convolution of the speech envelope with an unknown response, and is demonstrated on both scalp and intracranial recordings. The method expands the range of usable stimulation types, enabling more ecologically valid auditory evoked responses and suggesting new avenues for future research.
The human auditory system has evolved to efficiently process individual streams of speech. However, obtaining temporally detailed responses to distinct continuous natural speech streams has hitherto been impracticable using standard neurophysiological techniques. Here a method is described which provides for the estimation of a temporally precise electrophysiological response to uninterrupted natural speech. We have termed this response AESPA (Auditory Evoked Spread Spectrum Analysis) and it represents an estimate of the impulse response of the auditory system. It is obtained by assuming that the recorded electrophysiological function represents a convolution of the amplitude envelope of a continuous speech stream with the to-be-estimated impulse response. We present examples of these responses using both scalp and intracranially recorded human EEG, which were obtained while subjects listened to a binaurally presented recording of a male speaker reading naturally from a classic work of fiction. This method expands the arsenal of stimulation types that can now be effectively used to derive auditory evoked responses and allows for the use of considerably more ecologically valid stimulation parameters. Some implications for future research efforts are presented.
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Speech Recognition with Primarily Temporal Cues
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