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Leveraging Sequence Embedding and Convolutional Neural Network for Protein Function Prediction

Dec 01, 2021
Wei-Cheng Tseng, Po-Han Chi, Jia-Hua Wu, Min Sun

* Published in NeurIPS 2018 Machine Learning for Molecules and Materials Workshop 

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SpeechNet: A Universal Modularized Model for Speech Processing Tasks

May 31, 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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Hand-crafted Attention is All You Need? A Study of Attention on Self-supervised Audio Transformer

Jun 09, 2020
Tsung-Han Wu, Chun-Chen Hsieh, Yen-Hao Chen, Po-Han Chi, Hung-yi Lee

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Audio ALBERT: A Lite BERT for Self-supervised Learning of Audio Representation

May 26, 2020
Po-Han Chi, Pei-Hung Chung, Tsung-Han Wu, Chun-Cheng Hsieh, Shang-Wen Li, Hung-yi Lee

* 5 pages, 6 figures 

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Further Boosting BERT-based Models by Duplicating Existing Layers: Some Intriguing Phenomena inside BERT

Jan 25, 2020
Wei-Tsung Kao, Tsung-Han Wu, Po-Han Chi, Chun-Cheng Hsieh, Hung-Yi Lee

* 7 pages, 8 figures, 6 tables 

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Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders

Oct 25, 2019
Andy T. Liu, Shu-wen Yang, Po-Han Chi, Po-chun Hsu, Hung-yi Lee

* Submitted to ICASSP 2020 

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