Search Results - "Duan, Richeng"
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Cross-Lingual Transfer Learning of Non-Native Acoustic Modeling for Pronunciation Error Detection and Diagnosis
Published in IEEE/ACM transactions on audio, speech, and language processing (2020)“…In computer-assisted pronunciation training (CAPT), the scarcity of large-scale non-native corpora and human expert annotations are two fundamental challenges…”
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Journal Article -
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Effective articulatory modeling for pronunciation error detection of L2 learner without non-native training data
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01-03-2017)“…For effective articulatory feedback in computer-assisted pronunciation training (CAPT) systems, we address effective articulatory models of second language…”
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Conference Proceeding -
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Pronunciation error detection using DNN articulatory model based on multi-lingual and multi-task learning
Published in 2016 10th International Symposium on Chinese Spoken Language Processing (ISCSLP) (01-10-2016)“…Aiming at detecting pronunciation errors produced by second language learners and providing corrective feedbacks related with articulation, we address…”
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Conference Proceeding -
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Multi-lingual and multi-task DNN learning for articulatory error detection
Published in 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA) (01-12-2016)“…For effective pronunciation error detection for second language learners, we address articulatory models based on deep neural network (DNN). Articulatory…”
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Conference Proceeding -
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Senone-Aware Adversarial Multi-Task Training for Unsupervised Child to Adult Speech Adaptation
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06-06-2021)“…Acoustic modeling for child speech is challenging due to the high acoustic variability caused by physiological differences in the vocal tract. The dearth of…”
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Conference Proceeding -
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Efficient Learning of Articulatory Models Based on Multi-Label Training and Label Correction for Pronunciation Learning
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01-04-2018)“…Articulatory feedback is effective for computer-assisted pronunciation training (CAPT) systems. This paper investigates efficient model learning methods for…”
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Conference Proceeding -
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Senone-aware Adversarial Multi-task Training for Unsupervised Child to Adult Speech Adaptation
Published 22-02-2021“…Acoustic modeling for child speech is challenging due to the high acoustic variability caused by physiological differences in the vocal tract. The dearth of…”
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Journal Article -
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Automatic mispronunciation detection for Mandarin Chinese based on articulation place and articulation manner
Published in The 9th International Symposium on Chinese Spoken Language Processing (01-09-2014)“…In computer assisted pronunciation training system (CAPT), detecting mispronunciations produced by non-native speakers and providing detailed instructive…”
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Conference Proceeding