Audio fingerprint analysis for speech processing using deep learning method
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Speech Technology"
DOI: 10.1007/s10772-021-09827-x
Abstract: We are generating truly mind-boggling amounts of audio data on a daily basis simply by using the Internet. In different audio-based applications, it increases the complexity of accessing and analyzing audio data. Therefore, the framework… read more here.
Keywords: fingerprint; audio fingerprint; learning method; speech processing ... See more keywords
Noninvasive neurostimulation of left temporal lobe disrupts rapid talker adaptation in speech processing
Sign Up to like & getrecommendations! Published in 2019 at "Brain and Language"
DOI: 10.1016/j.bandl.2019.104655
Abstract: Talker adaptation improves speech processing efficiency by reducing possible mappings between talkers' speech acoustics and listeners' phonemic representations. We investigated the functional neuroanatomy of talker adaptation by applying noninvasive neurostimulation (high-definition transcranial direct current stimulation;… read more here.
Keywords: speech processing; speech; temporal lobe; talker ... See more keywords
Selecting among competing models of talker adaptation: Attention, cognition, and memory in speech processing efficiency
Sign Up to like & getrecommendations! Published in 2020 at "Cognition"
DOI: 10.1016/j.cognition.2020.104393
Abstract: Phonetic variability across talkers imposes additional processing costs during speech perception, often measured by performance decrements between single- and mixed-talker conditions. However, models differ in their predictions about whether accommodating greater phonetic variability (i.e., more… read more here.
Keywords: processing; speech processing; processing efficiency; talker ... See more keywords
Intrinsic functional architecture of the human speech processing network
Sign Up to like & getrecommendations! Published in 2020 at "Cortex"
DOI: 10.1016/j.cortex.2020.03.013
Abstract: Speech engages distributed temporo-fronto-parietal brain regions, however a comprehensive understanding of its intrinsic functional network architecture is lacking. Here we investigate the human speech processing network using the largest sample to date, high temporal resolution… read more here.
Keywords: intrinsic functional; network; speech processing; speech ... See more keywords
Modality-independent recruitment of inferior frontal cortex during speech processing in human infants
Sign Up to like & getrecommendations! Published in 2018 at "Developmental Cognitive Neuroscience"
DOI: 10.1016/j.dcn.2018.10.002
Abstract: Despite increasing interest in the development of audiovisual speech perception in infancy, the underlying mechanisms and neural processes are still only poorly understood. In addition to regions in temporal cortex associated with speech processing and… read more here.
Keywords: inferior frontal; speech processing; cortex; speech ... See more keywords
Breaking down the cocktail party: Attentional modulation of cerebral audiovisual speech processing
Sign Up to like & getrecommendations! Published in 2021 at "NeuroImage"
DOI: 10.1016/j.neuroimage.2020.117365
Abstract: Recent studies utilizing electrophysiological speech envelope reconstruction have sparked renewed interest in the cocktail party effect by showing that auditory neurons entrain to selectively attended speech. Yet, the neural networks of attention to speech in… read more here.
Keywords: cocktail party; processing; speech processing; speech ... See more keywords
Effect of visual input on syllable parsing in a computational model of a neural microcircuit for speech processing
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Neural Engineering"
DOI: 10.1088/1741-2552/ac28d3
Abstract: Objective. Seeing a person talking can help us understand them, particularly in a noisy environment. However, how the brain integrates the visual information with the auditory signal to enhance speech comprehension remains poorly understood. Approach.… read more here.
Keywords: computational model; speech processing; speech; syllable parsing ... See more keywords
CCi-MOBILE: A Portable Real Time Speech Processing Platform for Cochlear Implant and Hearing Research
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Biomedical Engineering"
DOI: 10.1109/tbme.2021.3123241
Abstract: Experimental hardware-research interfaces form a crucial role during developmental stages of any medical, signal-monitoring system as it allows researchers to test and optimize output results before perfecting the design for the actual FDA approved medical… read more here.
Keywords: cochlear; cci mobile; real time; platform ... See more keywords
Missed Connections at the Junction of Sociolinguistics and Speech Processing
Sign Up to like & getrecommendations! Published in 2018 at "Topics in cognitive science"
DOI: 10.1111/tops.12375
Abstract: In recent years, significant momentum has built up in efforts to integrate the social with the cognitive in theoretical models of speech production/processing and phonological representation. While acknowledging these advances, we argue that what limits… read more here.
Keywords: junction sociolinguistics; speech processing; connections junction; sociolinguistics speech ... See more keywords
Relative Contributions of Social, Contextual, and Lexical Factors in Speech Processing
Sign Up to like & getrecommendations! Published in 2022 at "Language and Speech"
DOI: 10.1177/00238309221107870
Abstract: This exploratory study examined the simultaneous interactions and relative contributions of bottom-up social information (regional dialect, speaking style), top-down contextual information (semantic predictability), and the internal dynamics of the lexicon (neighborhood density, lexical frequency) to… read more here.
Keywords: information; contributions social; relative contributions; speech processing ... See more keywords
Exploring Differences in Speech Processing Among Older Hearing-Impaired Listeners With or Without Hearing Aid Experience: Eye-Tracking and fMRI Measurements
Sign Up to like & getrecommendations! Published in 2019 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2019.00420
Abstract: Recently, evidence has been accumulating that untreated hearing loss can lead to neurophysiological changes that affect speech processing abilities in noise. To shed more light on how aiding may impact these effects, this study explored… read more here.
Keywords: fmri measurements; processing; speech processing; hearing ... See more keywords