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On the Interplay Between Sparsity, Naturalness, Intelligibility, and Prosody in Speech Synthesis


Oct 04, 2021
Cheng-I Jeff Lai, Erica Cooper, Yang Zhang, Shiyu Chang, Kaizhi Qian, Yi-Lun Liao, Yung-Sung Chuang, Alexander H. Liu, Junichi Yamagishi, David Cox, James Glass


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Mitigating Biases in Toxic Language Detection through Invariant Rationalization


Jun 14, 2021
Yung-Sung Chuang, Mingye Gao, Hongyin Luo, James Glass, Hung-yi Lee, Yun-Nung Chen, Shang-Wen Li

* The 5th Workshop on Online Abuse and Harms at ACL 2021 

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PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition


Jun 10, 2021
Cheng-I Jeff Lai, Yang Zhang, Alexander H. Liu, Shiyu Chang, Yi-Lun Liao, Yung-Sung Chuang, Kaizhi Qian, Sameer Khurana, David Cox, James Glass


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Meta-learning for downstream aware and agnostic pretraining


Jun 06, 2021
Hongyin Luo, Shuyan Dong, Yung-Sung Chuang, Shang-Wen Li

* Meta Learning and Its Applications to Natural Language Processing workshop at ACL 2021 
* Extended abstract 

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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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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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Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining


Oct 26, 2020
Cheng-I Lai, Yung-Sung Chuang, Hung-Yi Lee, Shang-Wen Li, James Glass


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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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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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Dual Inference for Improving Language Understanding and Generation


Oct 15, 2020
Shang-Yu Su, Yung-Sung Chuang, Yun-Nung Chen

* Published in Findings of EMNLP 2020. The first two authors contributed to this paper equally 

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Lifelong Language Knowledge Distillation


Oct 05, 2020
Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen

* EMNLP 2020 long paper 

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A Study of Cross-Lingual Ability and Language-specific Information in Multilingual BERT


Apr 20, 2020
Chi-Liang Liu, Tsung-Yuan Hsu, Yung-Sung Chuang, Hung-Yi Lee


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SpeechBERT: Cross-Modal Pre-trained Language Model for End-to-end Spoken Question Answering


Oct 25, 2019
Yung-Sung Chuang, Chi-Liang Liu, Hung-Yi Lee

* Submitted to ICASSP 2020 

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Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation


Oct 03, 2019
Alexander Te-Wei Shieh, Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen

* In Proceedings of the 10th International Workshop on Health Text Mining and Information Analysis at EMNLP (LOUHI 2019) 

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Robust Chinese Word Segmentation with Contextualized Word Representations


Jan 17, 2019
Yung-Sung Chuang

* 6 pages, 1 figures 

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