Real-time decoding of question-and-answer speech dialogue using human cortical activity
Natural communication often occurs in dialogue, differentially engaging auditory and
sensorimotor brain regions during listening and speaking. However, previous attempts to …
sensorimotor brain regions during listening and speaking. However, previous attempts to …
Towards reconstructing intelligible speech from the human auditory cortex
Auditory stimulus reconstruction is a technique that finds the best approximation of the
acoustic stimulus from the population of evoked neural activity. Reconstructing speech from …
acoustic stimulus from the population of evoked neural activity. Reconstructing speech from …
Hierarchical encoding of attended auditory objects in multi-talker speech perception
Humans can easily focus on one speaker in a multi-talker acoustic environment, but how
different areas of the human auditory cortex (AC) represent the acoustic components of …
different areas of the human auditory cortex (AC) represent the acoustic components of …
Estimating and interpreting nonlinear receptive field of sensory neural responses with deep neural network models
Our understanding of nonlinear stimulus transformations by neural circuits is hindered by the
lack of comprehensive yet interpretable computational modeling frameworks. Here, we …
lack of comprehensive yet interpretable computational modeling frameworks. Here, we …
Adaptation of the human auditory cortex to changing background noise
Speech communication in real-world environments requires adaptation to changing acoustic
conditions. How the human auditory cortex adapts as a new noise source appears in or …
conditions. How the human auditory cortex adapts as a new noise source appears in or …
Distinct neural encoding of glimpsed and masked speech in multitalker situations
Humans can easily tune in to one talker in a multitalker environment while still picking up
bits of background speech; however, it remains unclear how we perceive speech that is …
bits of background speech; however, it remains unclear how we perceive speech that is …
Interaction of bottom-up and top-down neural mechanisms in spatial multi-talker speech perception
How the human auditory cortex represents spatially separated simultaneous talkers and
how talkers' locations and voices modulate the neural representations of attended and …
how talkers' locations and voices modulate the neural representations of attended and …
[HTML][HTML] Functional characterization of human Heschl's gyrus in response to natural speech
Heschl's gyrus (HG) is a brain area that includes the primary auditory cortex in humans. Due
to the limitations in obtaining direct neural measurements from this region during naturalistic …
to the limitations in obtaining direct neural measurements from this region during naturalistic …
Deep neural networks effectively model neural adaptation to changing background noise and suggest nonlinear noise filtering methods in auditory cortex
The human auditory system displays a robust capacity to adapt to sudden changes in
background noise, allowing for continuous speech comprehension despite changes in …
background noise, allowing for continuous speech comprehension despite changes in …
[HTML][HTML] naplib-python: Neural acoustic data processing and analysis tools in python
Recently, the computational neuroscience community has pushed for more transparent and
reproducible methods across the field. In the interest of unifying the domain of auditory …
reproducible methods across the field. In the interest of unifying the domain of auditory …