Understanding neural mechanisms of hearing and auditory cognition
Description
We conduct research inĀ auditory neuroscience, with a focus on understanding theĀ neural mechanisms of hearingĀ and extending this knowledge toĀ cognitive applications. The labās core research investigates how humans selectively attend to speech and sound in real-world listening environments, and how these processes are represented and decoded in the brain. To achieve this, the lab integratesĀ EEG-based brain signal analysis,Ā speech envelope tracking,Ā auditory attention decoding,Ā signal processing, andĀ machine learningĀ to quantitatively interpret auditory and cognitive responses.
Key Topics
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Auditory attention decoding
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Neural representation of speech
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Hearing impairment and cognition
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Brainācomputer interfaces
Methods
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EEG experiments
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Speech envelope analysis
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Deep learning models
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Neural signal processing