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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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* Submitted to ASRU 2021 

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The NTNU System for Formosa Speech Recognition Challenge 2020


Apr 20, 2021
Fu-An Chao, Tien-Hong Lo, Shi-Yan Weng, Shih-Hsuan Chiu, Yao-Ting Sung, Berlin Chen

* 17 pages, 3 figures, Submitted for publication 

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Innovative Bert-based Reranking Language Models for Speech Recognition


Apr 11, 2021
Shih-Hsuan Chiu, Berlin Chen

* 6 pages, 3 figures, Published in IEEE SLT 2021 

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End-to-End Mispronunciation Detection and Diagnosis From Raw Waveforms


Mar 29, 2021
Bi-Cheng Yan, Berlin Chen

* Preprint. Under review 5 pages, 3 figures 

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Query Expansion System for the VoxCeleb Speaker Recognition Challenge 2020


Nov 04, 2020
Yu-Sen Cheng, Chun-Liang Shih, Tien-Hong Lo, Wen-Ting Tseng, Berlin Chen


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Effective FAQ Retrieval and Question Matching With Unsupervised Knowledge Injection


Oct 27, 2020
Wen-Ting Tseng, Tien-Hong Lo, Yung-Chang Hsu, Berlin Chen


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The NTNU System at the Interspeech 2020 Non-Native Children's Speech ASR Challenge


Jun 02, 2020
Tien-Hong Lo, Fu-An Chao, Shi-Yan Weng, Berlin Chen

* Submitted to Interspeech 2020 Special Session: Shared Task on Automatic Speech Recognition for Non-Native Children's Speech 

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An Effective Contextual Language Modeling Framework for Speech Summarization with Augmented Features


Jun 01, 2020
Shi-Yan Weng, Tien-Hong Lo, Berlin Chen

* Accepted by EUSIPCO 2020 

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An End-to-End Mispronunciation Detection System for L2 English Speech Leveraging Novel Anti-Phone Modeling


May 25, 2020
Bi-Cheng Yan, Meng-Che Wu, Hsiao-Tsung Hung, Berlin Chen

* 5 pages, 2 figures, Submitted to INTERSPEECH 2020 

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An Effective End-to-End Modeling Approach for Mispronunciation Detection


May 18, 2020
Tien-Hong Lo, Shi-Yan Weng, Hsiu-Jui Chang, Berlin Chen

* Submitted to Interspeech 2020 

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What do you learn from context? Probing for sentence structure in contextualized word representations


May 15, 2019
Ian Tenney, Patrick Xia, Berlin Chen, Alex Wang, Adam Poliak, R Thomas McCoy, Najoung Kim, Benjamin Van Durme, Samuel R. Bowman, Dipanjan Das, Ellie Pavlick

* ICLR 2019 camera-ready version, 17 pages including appendices 

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Looking for ELMo's friends: Sentence-Level Pretraining Beyond Language Modeling


Dec 28, 2018
Samuel R. Bowman, Ellie Pavlick, Edouard Grave, Benjamin Van Durme, Alex Wang, Jan Hula, Patrick Xia, Raghavendra Pappagari, R. Thomas McCoy, Roma Patel, Najoung Kim, Ian Tenney, Yinghui Huang, Katherin Yu, Shuning Jin, Berlin Chen


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Learning to Distill: The Essence Vector Modeling Framework


Nov 22, 2016
Kuan-Yu Chen, Shih-Hung Liu, Berlin Chen, Hsin-Min Wang


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Novel Word Embedding and Translation-based Language Modeling for Extractive Speech Summarization


Jul 22, 2016
Kuan-Yu Chen, Shih-Hung Liu, Berlin Chen, Hsin-Min Wang, Hsin-Hsi Chen


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Improved Spoken Document Summarization with Coverage Modeling Techniques


Jan 20, 2016
Kuan-Yu Chen, Shih-Hung Liu, Berlin Chen, Hsin-Min Wang

* arXiv admin note: text overlap with arXiv:1506.04365 

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Leveraging Word Embeddings for Spoken Document Summarization


Jun 14, 2015
Kuan-Yu Chen, Shih-Hung Liu, Hsin-Min Wang, Berlin Chen, Hsin-Hsi Chen


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