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M-SpeechCLIP: Leveraging Large-Scale, Pre-Trained Models for Multilingual Speech to Image Retrieval


Nov 02, 2022
Layne Berry, Yi-Jen Shih, Hsuan-Fu Wang, Heng-Jui Chang, Hung-yi Lee, David Harwath

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* Submitted to ICASSP 2023 

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SpeechCLIP: Integrating Speech with Pre-Trained Vision and Language Model


Oct 03, 2022
Yi-Jen Shih, Hsuan-Fu Wang, Heng-Jui Chang, Layne Berry, Hung-yi Lee, David Harwath

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* Accepted to IEEE SLT 2022 

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SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities


Mar 14, 2022
Hsiang-Sheng Tsai, Heng-Jui Chang, Wen-Chin Huang, Zili Huang, Kushal Lakhotia, Shu-wen Yang, Shuyan Dong, Andy T. Liu, Cheng-I Jeff Lai, Jiatong Shi, Xuankai Chang, Phil Hall, Hsuan-Jui Chen, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee

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* ACL 2022 main conference 

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Mandarin-English Code-switching Speech Recognition with Self-supervised Speech Representation Models


Oct 07, 2021
Liang-Hsuan Tseng, Yu-Kuan Fu, Heng-Jui Chang, Hung-yi Lee

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* Submitted to ICASSP 2022 

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DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT


Oct 06, 2021
Heng-Jui Chang, Shu-wen Yang, Hung-yi Lee

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* Submitted to ICASSP 2022 

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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

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* 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

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* Submitted to INTERSPEECH 2021 

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End-to-end Whispered Speech Recognition with Frequency-weighted Approaches and Layer-wise Transfer Learning


May 05, 2020
Heng-Jui Chang, Alexander H. Liu, Hung-yi Lee, Lin-shan Lee

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* submitted to INTERSPEECH 2020 

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