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Simple Search
Hits 1 – 12 of 12
1
Cross-linguistic patterns of speech prosodic differences in autism: A machine learning study ...
Lau, Joseph
. - : Open Science Framework, 2022
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2
Which acoustic features support the language-cognition link in infancy: A machine-learning approach ...
43rd Annual Meeting of the Cognitive Science Society 2021
;
Fyshe, Alona
;
Lau, Joseph C.Y.
;
Waxman, Sandra
. - : Underline Science Inc., 2021
Abstract:
From the ambient auditory environment, infants identify which communicative signals are linked to cognition. By 3 to 4 months of age, they have already begun to establish this link: listening to their native language and to non-human primate vocalizations supports infants’ core cognitive capacities, including object categorization. This study aims to shed light on the specific acoustic properties in these vocalizations which enable their links to cognition. We constructed a series of supervised machine-learning models to classify those vocalizations that support cognition from those that do not, based on classes of acoustic features derived from a collection of human language and non-human vocalization samples. The models highlight a potential role for spectral envelope and rhythmic features from both human languages and non-human vocalizations. Results implicate a potential role of underlying perceptual mechanisms relevant to spectral envelope and rhythmic features in infants’ establishment of the uniquely ...
Keyword:
Cognitive Science
;
Computational Intelligence
;
Machine Learning
;
Neonatology
;
Psycholinguistics
URL:
https://underline.io/lecture/26774-which-acoustic-features-support-the-language-cognition-link-in-infancy-a-machine-learning-approach
https://dx.doi.org/10.48448/tved-rc55
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3
Which acoustic features support the language-cognition link in infancy: A machine-learning approach ...
43rd Annual Meeting of the Cognitive Science Society 2021
;
Fyshe, Alona
;
Lau, Joseph C.Y.
. - : Underline Science Inc., 2021
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4
Combination of absolute pitch and tone language experience enhances lexical tone perception
Maggu, Akshay R.
;
Lau, Joseph C. Y.
;
Waye, Mary M. Y.
...
In: Sci Rep (2021)
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5
Context-dependent plasticity in the subcortical encoding of linguistic pitch patterns
Lau, Joseph C. Y.
;
Wong, Patrick C. M.
;
Chandrasekaran, Bharath
. - : American Physiological Society, 2016
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6
Additional file 1: of A preliminary validation of the Brief COPE instrument for assessing coping strategies among people living with HIV in China ...
Su, Xiao-You
;
Lau, Joseph
;
Mak, Winnie
. - : Figshare, 2015
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7
Additional file 1: of A preliminary validation of the Brief COPE instrument for assessing coping strategies among people living with HIV in China ...
Su, Xiao-You
;
Lau, Joseph
;
Mak, Winnie
. - : Figshare, 2015
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8
Brainstem encoding of speech and musical stimuli in congenital amusia: evidence from Cantonese speakers
Liu, Fang
;
Maggu, Akshay R
;
Lau, Joseph CY
. - : Frontiers Media SA, 2015
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9
Brainstem encoding of speech and musical stimuli in congenital amusia: evidence from Cantonese speakers
Liu, Fang
;
Maggu, Akshay R.
;
Lau, Joseph C. Y.
. - : Frontiers Media S.A., 2015
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10
Brainstem encoding of speech and musical stimuli in congenital amusia: evidence from Cantonese speakers
Liu, Fang
;
Maggu, Akshay R.
;
Lau, Joseph C. Y.
. - : Frontiers, 2015
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11
Systematic Review: Association of Low-Density Lipoprotein Subfractions With Cardiovascular Outcomes
Ip, Stanley
;
Lichtenstein, Alice H.
;
Chung, Mei
. - 2009
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12
Regulation of sea urchin glycoprotein mRNAs during embryonic development
Lau, Joseph T. Y.
;
Lennarz, William J.
. - 1983
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