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1
Exploration strategies for articulatory synthesis of complex syllable onsets ...
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2
Computational Modelling of Tone Perception Based on Direct Processing of f(0) Contours
In: Brain Sci (2022)
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3
Dialogue-oriented Pre-training ...
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4
Emergency Remote Language Teaching and U.S.-Based College-Level World Language Educators’ Intention to Adopt Online Teaching in Postpandemic Times
In: Faculty Publications (2021)
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5
Consonantal F(0) perturbation in American English involves multiple mechanisms
In: J Acoust Soc Am (2021)
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6
Developing Interpreting Competence Scales in China
In: Front Psychol (2020)
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7
Is it smart to read on your phone? The impact of reading format and culture on the continued influence of misinformation
Xu, Yi; Wong, Roslyn; He, Shuhan. - : Springer, 2020
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8
On Leveraging the Visual Modality for Neural Machine Translation ...
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9
Economy of Effort or Maximum Rate of Information? Exploring Basic Principles of Articulatory Dynamics
Xu, Yi; Prom-on, Santitham. - : Frontiers Media S.A., 2019
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10
Embedding Context-Dependent Variations of Prosodic Contours using Variational Encoding for Decomposing the Structure of Speech Prosody ...
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11
Embedding Context-Dependent Variations of Prosodic Contours using Variational Encoding for Decomposing the Structure of Speech Prosody ...
Abstract: The quest for comprehensive generative models of intonation that link linguistic and paralinguistic functions to prosodic forms has been a longstanding challenge of speech communication research. Traditional intonation models have given way to the overwhelming performance of deep learning (DL) techniques for training general purpose end-to-end mappings using millions of tunable parameters. The shift towards black box machine learning models has nonetheless posed the reverse problem – a compelling need to discover knowledge, to explain, visualise and interpret. Our work bridges between a comprehensive generative model of intonation and state-of-the-art DL techniques. We build upon the modelling paradigm of the Superposition of Functional Contours (SFC) model and propose a Variational Prosody Model (VPM) that uses a network of variational contour generators to capture the context-sensitive variation of the constituent elementary prosodic contours. We show that the VPM can give insight into the intrinsic ...
URL: https://dx.doi.org/10.5281/zenodo.2597408
https://zenodo.org/record/2597408
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12
A Weighted Superposition of Functional Contours Model for Modelling Contextual Prominence of Elementary Prosodic Contours ...
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13
A Variational Prosody Model for Mapping the Context-Sensitive Variation of Functional Prosodic Prototypes ...
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14
Analogy Search Engine: Finding Analogies in Cross-Domain Research Papers ...
Zhou, Jieli; Zhou, Yuntao; Xu, Yi. - : arXiv, 2018
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15
The significance of scope in modelling tones in Chinese ...
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16
The significance of scope in modelling tones in Chinese ...
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17
Language-dependent changes in pitch-relevant neural activity in the auditory cortex reflect differential weighting of temporal attributes of pitch contours
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18
Explaining the PENTA model: a reply to Arvaniti and Ladd
Lee, Albert; Xu, Yi; Liu, Fang. - : Cambridge University Press (CUP), 2015
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19
A music perception disorder (congenital amusia) influences speech comprehension
Liu, Fang; Jiang, Cunmei; Wang, Bei. - : Elsevier BV, 2015
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20
Relations between affective music and speech: evidence from dynamics of affective piano performance and speech production
Liu, Xiaoluan; Xu, Yi. - : Frontiers Media S.A., 2015
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