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Investigating the Reordering Capability in CTC-based Non-Autoregressive End-to-End Speech Translation


May 11, 2021
Shun-Po Chuang, Yung-Sung Chuang, Chih-Chiang Chang, Hung-yi Lee

* Accepted in Findings of ACL-IJCNLP 2021 

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Improving Cross-Lingual Reading Comprehension with Self-Training


May 08, 2021
Wei-Cheng Huang, Chien-yu Huang, Hung-yi Lee

* 8 pages, 4 figures 

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SpeechNet: A Universal Modularized Model for Speech Processing Tasks


May 07, 2021
Yi-Chen Chen, Po-Han Chi, Shu-wen Yang, Kai-Wei Chang, Jheng-hao Lin, Sung-Feng Huang, Da-Rong Liu, Chi-Liang Liu, Cheng-Kuang Lee, Hung-yi Lee


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SUPERB: Speech processing Universal PERformance Benchmark


May 03, 2021
Shu-wen Yang, Po-Han Chi, Yung-Sung Chuang, Cheng-I Jeff Lai, Kushal Lakhotia, Yist Y. Lin, Andy T. Liu, Jiatong Shi, Xuankai Chang, Guan-Ting Lin, Tzu-Hsien Huang, Wei-Cheng Tseng, Ko-tik Lee, Da-Rong Liu, Zili Huang, Shuyan Dong, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee

* Submitted to Interspeech 2021 

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Put Chatbot into Its Interlocutor's Shoes: New Framework to Learn Chatbot Responding with Intention


Apr 23, 2021
Hsuan Su, Jiun-Hao Jhan, Fan-yun Sun, Saurav Sahay, Hung-yi Lee

* Accepted at NAACL-HLT 2021 

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Utilizing Self-supervised Representations for MOS Prediction


Apr 21, 2021
Wei-Cheng Tseng, Chien-yu Huang, Wei-Tsung Kao, Yist Y. Lin, Hung-yi Lee

* Submitted to Interspeech 2021. We acknowledge the support of AWS Machine Learning Research Awards program 

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S2VC: A Framework for Any-to-Any Voice Conversion with Self-Supervised Pretrained Representations


Apr 07, 2021
Jheng-hao Lin, Yist Y. Lin, Chung-Ming Chien, Hung-yi Lee

* Submitted to INTERSPEECH 2021 

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Non-autoregressive Mandarin-English Code-switching Speech Recognition with Pinyin Mask-CTC and Word Embedding Regularization


Apr 06, 2021
Shun-Po Chuang, Heng-Jui Chang, Sung-Feng Huang, Hung-yi Lee

* 5 pages, 1 figure, submitted to INTERSPEECH2021 

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Towards Lifelong Learning of End-to-end ASR


Apr 04, 2021
Heng-Jui Chang, Hung-yi Lee, Lin-shan Lee

* Submitted to INTERSPEECH 2021 

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Auto-KWS 2021 Challenge: Task, Datasets, and Baselines


Mar 31, 2021
Jingsong Wang, Yuxuan He, Chunyu Zhao, Qijie Shao, Wei-Wei Tu, Tom Ko, Hung-yi Lee, Lei Xie

* 5 pages, 2 figures 

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Investigating on Incorporating Pretrained and Learnable Speaker Representations for Multi-Speaker Multi-Style Text-to-Speech


Mar 20, 2021
Chung-Ming Chien, Jheng-Hao Lin, Chien-yu Huang, Po-chun Hsu, Hung-yi Lee

* Accepted by ICASSP 2021, in the special session of ICASSP 2021 M2VoC Challenge 

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Adversarial defense for automatic speaker verification by cascaded self-supervised learning models


Feb 14, 2021
Haibin Wu, Xu Li, Andy T. Liu, Zhiyong Wu, Helen Meng, Hung-yi Lee

* Accepted to ICASSP 2021 

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Pre-Training a Language Model Without Human Language


Dec 22, 2020
Cheng-Han Chiang, Hung-yi Lee

* 9 pages, work in progress 

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Hierarchical Prosody Modeling for Non-Autoregressive Speech Synthesis


Nov 17, 2020
Chung-Ming Chien, Hung-yi Lee

* Accepted by SLT 2021 

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Self-supervised Pre-training Reduces Label Permutation Instability of Speech Separation


Oct 29, 2020
Sung-Feng Huang, Shun-Po Chuang, Da-Rong Liu, Yi-Chen Chen, Gene-Ping Yang, Hung-yi Lee

* submitted to ICASSP2021 

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Pretrained Language Model Embryology: The Birth of ALBERT


Oct 29, 2020
Cheng-Han Chiang, Sung-Feng Huang, Hung-yi Lee

* Accepted to EMNLP 2020, short paper 

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FragmentVC: Any-to-Any Voice Conversion by End-to-End Extracting and Fusing Fine-Grained Voice Fragments With Attention


Oct 27, 2020
Yist Y. Lin, Chung-Ming Chien, Jheng-Hao Lin, Hung-yi Lee, Lin-shan Lee

* Submitted to ICASSP 2021, equal contribution from first two authors 

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Language Representation in Multilingual BERT and its applications to improve Cross-lingual Generalization


Oct 23, 2020
Chi-Liang Liu, Tsung-Yuan Hsu, Yung-Sung Chuang, Chung-Yi Li, Hung-yi Lee

* preprint 

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Unsupervised Deep Learning based Multiple Choices Question Answering: Start Learning from Basic Knowledge


Oct 21, 2020
Chi-Liang Liu, Hung-yi Lee

* preprint 

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What makes multilingual BERT multilingual?


Oct 20, 2020
Chi-Liang Liu, Tsung-Yuan Hsu, Yung-Sung Chuang, Hung-yi Lee

* arXiv admin note: substantial text overlap with arXiv:2004.09205 

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Language Representation in Multilingual BERTand its applications to improve Cross-lingual Generalization


Oct 20, 2020
Chi-Liang Liu, Tsung-Yuan Hsu, Yung-Sung Chuang, Hung-yi Lee


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TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech


Jul 12, 2020
Andy T. Liu, Shang-Wen Li, Hung-yi Lee

* Submitted to IEEE TASLP, currently under review 

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