Self-Supervised Speech Representation Learning: A Review
Mohamed, Abdelrahman, Lee, Hung-yi, Borgholt, Lasse, Havtorn, Jakob D., Edin, Joakim, Igel, Christian, Kirchhoff, Katrin, Li, Shang-Wen, Livescu, Karen, Maaloe, Lars, Sainath, Tara N., Watanabe, Shinji
Published in IEEE journal of selected topics in signal processing (01.10.2022)
Published in IEEE journal of selected topics in signal processing (01.10.2022)
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Journal Article
Meta Learning for End-To-End Low-Resource Speech Recognition
Hsu, Jui-Yang, Chen, Yuan-Jui, Lee, Hung-yi
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
Adversarial Defense for Automatic Speaker Verification by Cascaded Self-Supervised Learning Models
Wu, Haibin, Li, Xu, Liu, Andy T., Wu, Zhiyong, Meng, Helen, Lee, Hung-yi
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.01.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.01.2021)
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Conference Proceeding
Once-for-All Sequence Compression for Self-Supervised Speech Models
Chen, Hsuan-Jui, Meng, Yen, Lee, Hung-yi
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Audio Word2vec: Sequence-to-Sequence Autoencoding for Unsupervised Learning of Audio Segmentation and Representation
Chen, Yi-Chen, Huang, Sung-Feng, Lee, Hung-yi, Wang, Yu-Hsuan, Shen, Chia-Hao
Published in IEEE/ACM transactions on audio, speech, and language processing (01.09.2019)
Published in IEEE/ACM transactions on audio, speech, and language processing (01.09.2019)
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Journal Article
Role of extracellular vesicles in nonalcoholic fatty liver disease
Jiang, Wei, Xu, Youhui, Chen, Jou-Chen, Lee, Yi-Hung, Hu, Yushin, Liu, Chang-Hai, Chen, Enqiang, Tang, Hong, Zhang, Hua, Wu, Dongbo
Published in Frontiers in endocrinology (Lausanne) (18.07.2023)
Published in Frontiers in endocrinology (Lausanne) (18.07.2023)
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Journal Article
M-SpeechCLIP: Leveraging Large-Scale, Pre-Trained Models for Multilingual Speech to Image Retrieval
Berry, Layne, Shih, Yi-Jen, Wang, Hsuan-Fu, Chang, Heng-Jui, Lee, Hung-Yi, Harwath, David
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Euro: Espnet Unsupervised ASR Open-Source Toolkit
Gao, Dongji, Shi, Jiatong, Chuang, Shun-Po, Garcia, Leibny Paola, Lee, Hung-Yi, Watanabe, Shinji, Khudanpur, Sanjeev
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Parallel Synthesis for Autoregressive Speech Generation
Hsu, Po-chun, Liu, Da-rong, Liu, Andy T., Lee, Hung-yi
Published in IEEE/ACM transactions on audio, speech, and language processing (01.01.2023)
Published in IEEE/ACM transactions on audio, speech, and language processing (01.01.2023)
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Journal Article