Linear modeling of neurophysiological responses to speech and other continuous stimuli: methodological considerations for applied research
Cognitive neuroscience, in particular research on speech and language, has seen an
increase in the use of linear modeling techniques for studying the processing of natural …
increase in the use of linear modeling techniques for studying the processing of natural …
A tutorial on auditory attention identification methods
Auditory attention identification methods attempt to identify the sound source of a listener's
interest by analyzing measurements of electrophysiological data. We present a tutorial on …
interest by analyzing measurements of electrophysiological data. We present a tutorial on …
Speech intelligibility predicted from neural entrainment of the speech envelope
Speech intelligibility is currently measured by scoring how well a person can identify a
speech signal. The results of such behavioral measures reflect neural processing of the …
speech signal. The results of such behavioral measures reflect neural processing of the …
Neural markers of speech comprehension: measuring EEG tracking of linguistic speech representations, controlling the speech acoustics
When listening to speech, our brain responses time lock to acoustic events in the stimulus.
Recent studies have also reported that cortical responses track linguistic representations of …
Recent studies have also reported that cortical responses track linguistic representations of …
[HTML][HTML] Decoding the auditory brain with canonical component analysis
The relation between a stimulus and the evoked brain response can shed light on
perceptual processes within the brain. Signals derived from this relation can also be …
perceptual processes within the brain. Signals derived from this relation can also be …
Electroencephalography-based auditory attention decoding: Toward neurosteered hearing devices
S Geirnaert, S Vandecappelle… - IEEE Signal …, 2021 - ieeexplore.ieee.org
People suffering from hearing impairment often have difficulties participating in
conversations in so-called cocktail party scenarios where multiple individuals are …
conversations in so-called cocktail party scenarios where multiple individuals are …
STAnet: A spatiotemporal attention network for decoding auditory spatial attention from EEG
Objective: Humans are able to localize the source of a sound. This enables them to direct
attention to a particular speaker in a cocktail party. Psycho-acoustic studies show that the …
attention to a particular speaker in a cocktail party. Psycho-acoustic studies show that the …
Neural speech tracking in the theta and in the delta frequency band differentially encode clarity and comprehension of speech in noise
O Etard, T Reichenbach - Journal of Neuroscience, 2019 - Soc Neuroscience
Humans excel at understanding speech even in adverse conditions such as background
noise. Speech processing may be aided by cortical activity in the delta and theta frequency …
noise. Speech processing may be aided by cortical activity in the delta and theta frequency …
Parallel processing in speech perception with local and global representations of linguistic context
Speech processing is highly incremental. It is widely accepted that human listeners
continuously use the linguistic context to anticipate upcoming concepts, words, and …
continuously use the linguistic context to anticipate upcoming concepts, words, and …
[HTML][HTML] Simple acoustic features can explain phoneme-based predictions of cortical responses to speech
When we listen to speech, we have to make sense of a waveform of sound pressure.
Hierarchical models of speech perception assume that, to extract semantic meaning, the …
Hierarchical models of speech perception assume that, to extract semantic meaning, the …