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Review on multichannel emotion perception in ASD (Zhang et al., 2022) ...
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Review on multichannel emotion perception in ASD (Zhang et al., 2022) ...
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Gender, emotion, and channel in emotion processing (Lin et al., 2021) ...
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Gender differences in emotion Stroop tasks (Lin et al., 2021) ...
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Gender differences in emotion Stroop tasks (Lin et al., 2021) ...
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Gender, emotion, and channel in emotion processing (Lin et al., 2021) ...
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Speech recognition for air traffic control via feature learning and end-to-end training ...
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Abstract:
In this work, we propose a new automatic speech recognition (ASR) system based on feature learning and an end-to-end training procedure for air traffic control (ATC) systems. The proposed model integrates the feature learning block, recurrent neural network (RNN), and connectionist temporal classification loss to build an end-to-end ASR model. Facing the complex environments of ATC speech, instead of the handcrafted features, a learning block is designed to extract informative features from raw waveforms for acoustic modeling. Both the SincNet and 1D convolution blocks are applied to process the raw waveforms, whose outputs are concatenated to the RNN layers for the temporal modeling. Thanks to the ability to learn representations from raw waveforms, the proposed model can be optimized in a complete end-to-end manner, i.e., from waveform to text. Finally, the multilingual issue in the ATC domain is also considered to achieve the ASR task by constructing a combined vocabulary of Chinese characters and English ... : Submitted to IEEE ICASSP 2022 ...
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Keyword:
Audio and Speech Processing eess.AS; Computation and Language cs.CL; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Sound cs.SD
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URL: https://dx.doi.org/10.48550/arxiv.2111.02654 https://arxiv.org/abs/2111.02654
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ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems ...
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Attitudes toward Homosexuality among Nurses in Taiwan: Effects of Survey Year and Sociodemographic Characteristics
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In: Int J Environ Res Public Health (2021)
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The Three Teachings of East Asia (TTEA) Inventory: Developing and Validating a Measure of the Interrelated Ideologies of Confucianism, Buddhism, and Taoism
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In: Front Psychol (2021)
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The Secret to Popular Chinese Web Novels: A Corpus-Driven Study
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Lin, Yi-Ju; Hsieh, Shu-Kai. - : Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, 2019. : OASIcs - OpenAccess Series in Informatics. 2nd Conference on Language, Data and Knowledge (LDK 2019), 2019
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高雄市幼兒園教師實施閩南語教學與教師自我效能之研究 ; The Implementation of Taiwanese Teaching and Teacher Self-efficacy by Preschool Teachers in Kaohsiung City
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ATCSpeech: a multilingual pilot-controller speech corpus from real Air Traffic Control environment ...
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The Secret to Popular Chinese Web Novels: A Corpus-Driven Study ...
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Lin, Yi-Ju; Hsieh, Shu-Kai. - : Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik GmbH, Wadern/Saarbruecken, Germany, 2019
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Real-time Controlling Dynamics Sensing in Air Traffic System
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Taiwanese EFL Learners’ Willingness to Communicate in English in the Classroom: Impacts of Personality, Affect, Motivation, and Communication Confidence [<Journal>]
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DNB Subject Category Language
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The Sinitic Nominal Phrase Structure: A Minimalist Perspective
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Lin, Yi-An. - : University of Cambridge, 2018. : Faculty of Modern and Medieval Languages / Department of Linguistics, 2018. : St. Catharine's College, 2018
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Perceiving referential intent: Dynamics of reference in natural parent-child interactions
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Draining the Swamp: Micro Virtual Machines as Solid Foundation for Language Development
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Wang, Kunshan; Lin, Yi; Blackburn, Stephen M.. - : Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, 2015. : LIPIcs - Leibniz International Proceedings in Informatics. 1st Summit on Advances in Programming Languages (SNAPL 2015), 2015
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