Speaker normalization in speech perception
Speech produced by different people varies acoustically because of individual differences in
vocal tract physiology. This acoustic variation in the “same” words of language presents a …
vocal tract physiology. This acoustic variation in the “same” words of language presents a …
Neural processing of natural sounds
FE Theunissen, JE Elie - Nature Reviews Neuroscience, 2014 - nature.com
We might be forced to listen to a high-frequency tone at our audiologist's office or we might
enjoy falling asleep with a white-noise machine, but the sounds that really matter to us are …
enjoy falling asleep with a white-noise machine, but the sounds that really matter to us are …
Phase patterns of neuronal responses reliably discriminate speech in human auditory cortex
How natural speech is represented in the auditory cortex constitutes a major challenge for
cognitive neuroscience. Although many single-unit and neuroimaging studies have yielded …
cognitive neuroscience. Although many single-unit and neuroimaging studies have yielded …
Sound texture perception via statistics of the auditory periphery: evidence from sound synthesis
JH McDermott, EP Simoncelli - Neuron, 2011 - cell.com
Rainstorms, insect swarms, and galloping horses produce" sound textures"—the collective
result of many similar acoustic events. Sound textures are distinguished by temporal …
result of many similar acoustic events. Sound textures are distinguished by temporal …
The modulation transfer function for speech intelligibility
TM Elliott, FE Theunissen - PLoS computational biology, 2009 - journals.plos.org
We systematically determined which spectrotemporal modulations in speech are necessary
for comprehension by human listeners. Speech comprehension has been shown to be …
for comprehension by human listeners. Speech comprehension has been shown to be …
Complete functional characterization of sensory neurons by system identification
Abstract System identification is a growing approach to sensory neurophysiology that
facilitates the development of quantitative functional models of sensory processing. This …
facilitates the development of quantitative functional models of sensory processing. This …
Encoding of natural sounds at multiple spectral and temporal resolutions in the human auditory cortex
R Santoro, M Moerel, F De Martino… - PLoS computational …, 2014 - journals.plos.org
Functional neuroimaging research provides detailed observations of the response patterns
that natural sounds (eg human voices and speech, animal cries, environmental sounds) …
that natural sounds (eg human voices and speech, animal cries, environmental sounds) …
Spectrotemporal modulation provides a unifying framework for auditory cortical asymmetries
The principles underlying functional asymmetries in cortex remain debated. For example, it
is accepted that speech is processed bilaterally in auditory cortex, but a left hemisphere …
is accepted that speech is processed bilaterally in auditory cortex, but a left hemisphere …
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 …