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3M: An Effective Multi-view, Multi-granularity, and Multi-aspect Modeling Approach to English Pronunciation Assessment


Aug 19, 2022
Fu-An Chao, Tien-Hong Lo, Tzu-I Wu, Yao-Ting Sung, Berlin Chen

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* 7 pages, 2 figures, submitted to APSIPA ASC 2022 

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Geometric Learning of Hidden Markov Models via a Method of Moments Algorithm


Jul 02, 2022
Berlin Chen, Cyrus Mostajeran, Salem Said

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Conversational speech recognition leveraging effective fusion methods for cross-utterance language modeling


Nov 05, 2021
Bi-Cheng Yan, Hsin-Wei Wang, Shih-Hsuan Chiu, Hsuan-Sheng Chiu, Berlin Chen

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* 5 pages, 3 figures, submitted to ICASSP 2022 

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Exploring Non-Autoregressive End-To-End Neural Modeling For English Mispronunciation Detection And Diagnosis


Nov 01, 2021
Hsin-Wei Wang, Bi-Cheng Yan, Hsuan-Sheng Chiu, Yung-Chang Hsu, Berlin Chen

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* Preprint. Under review 5 pages, 2 figures 

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Improving End-To-End Modeling for Mispronunciation Detection with Effective Augmentation Mechanisms


Oct 17, 2021
Tien-Hong Lo, Yao-Ting Sung, Berlin Chen

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* 7 pages, 2 figures, 4 tables, accepted to Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2021) 

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Maximum F1-score training for end-to-end mispronunciation detection and diagnosis of L2 English speech


Aug 31, 2021
Bi-Cheng Yan, Shao-Wei Fan Jiang, Fu-An Chao, Berlin Chen

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* 6 pages, 4 figures 

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Towards Robust Mispronunciation Detection and Diagnosis for L2 English Learners with Accent-Modulating Methods


Aug 26, 2021
Shao-Wei Fan Jiang, Bi-Cheng Yan, Tien-Hong Lo, Fu-An Chao, Berlin Chen

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* Submitted to ASRU 2021 

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Cross-domain Single-channel Speech Enhancement Model with Bi-projection Fusion Module for Noise-robust ASR


Aug 26, 2021
Fu-An Chao, Jeih-weih Hung, Berlin Chen

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* 6 pages, 3 figures, Accepted by ICME 2021 

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Cross-sentence Neural Language Models for Conversational Speech Recognition


Jul 08, 2021
Shih-Hsuan Chiu, Tien-Hong Lo, Berlin Chen

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* More extensions and experiments are under exploration 

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TENET: A Time-reversal Enhancement Network for Noise-robust ASR


Jul 08, 2021
Fu-An Chao, Shao-Wei Fan Jiang, Bi-Cheng Yan, Jeih-weih Hung, Berlin Chen

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* Submitted to ASRU 2021 

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