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General Framework for Self-Supervised Model Priming for Parameter-Efficient Fine-tuning


Dec 02, 2022
Shih-Cheng Huang, Shih-Heng Wang, Min-Han Shih, Saurav Sahay, Hung-yi Lee

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EURO: ESPnet Unsupervised ASR Open-source Toolkit


Dec 01, 2022
Dongji Gao, Jiatong Shi, Shun-Po Chuang, Leibny Paola Garcia, Hung-yi Lee, Shinji Watanabe, Sanjeev Khudanpur

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CHAPTER: Exploiting Convolutional Neural Network Adapters for Self-supervised Speech Models


Dec 01, 2022
Zih-Ching Chen, Yu-Shun Sung, Hung-yi Lee

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* under review 

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Model Extraction Attack against Self-supervised Speech Models


Nov 29, 2022
Tsu-Yuan Hsu, Chen-An Li, Tung-Yu Wu, Hung-yi Lee

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* Submitted to ICASSP 2023 

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Compressing Transformer-based self-supervised models for speech processing


Nov 17, 2022
Tzu-Quan Lin, Tsung-Huan Yang, Chun-Yao Chang, Kuang-Ming Chen, Tzu-hsun Feng, Hung-yi Lee, Hao Tang

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* Submitted to ICASSP 2023 

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MelHuBERT: A simplified HuBERT on Mel spectrogram


Nov 17, 2022
Tzu-Quan Lin, Hung-yi Lee, Hao Tang

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* Submitted to ICASSP 2023 

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Introducing Semantics into Speech Encoders


Nov 15, 2022
Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Akshat Shrivastava, Shang-Wen Li, Liang-Hsuan Tseng, Alexei Baevski, Guan-Ting Lin, Hung-yi Lee, Yizhou Sun, Wei Wang

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* 11 pages, 3 figures 

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Bridging Speech and Textual Pre-trained Models with Unsupervised ASR


Nov 06, 2022
Jiatong Shi, Chan-Jan Hsu, Holam Chung, Dongji Gao, Paola Garcia, Shinji Watanabe, Ann Lee, Hung-yi Lee

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* ICASSP2023 submission 

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Once-for-All Sequence Compression for Self-Supervised Speech Models


Nov 04, 2022
Hsuan-Jui Chen, Yen Meng, Hung-yi Lee

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* Submitted to ICASSP 2023 

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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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