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2020 – today
- 2024
[j1]Shu-Wen Yang
, Heng-Jui Chang, Zili Huang, Andy T. Liu, Cheng-I Lai, Haibin Wu, Jiatong Shi, Xuankai Chang, Hsiang-Sheng Tsai, Wen-Chin Huang, Tzu-hsun Feng, Po-Han Chi, Yist Y. Lin, Yung-Sung Chuang, Tzu-Hsien Huang, Wei-Cheng Tseng, Kushal Lakhotia, Shang-Wen Li, Abdelrahman Mohamed, Shinji Watanabe, Hung-yi Lee:
A Large-Scale Evaluation of Speech Foundation Models. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2884-2899 (2024)- [c13]Hsuan-Fu Wang, Yi-Jen Shih, Heng-Jui Chang, Layne Berry, Puyuan Peng, Hung-Yi Lee, Hsin-Min Wang, David Harwath:
SpeechCLIP+: Self-Supervised Multi-Task Representation Learning for Speech Via Clip and Speech-Image Data. ICASSP Workshops 2024: 465-469 - [c12]Heng-Jui Chang, Ning Dong, Ruslan Mavlyutov, Sravya Popuri, Yu-An Chung:
COLLD: Contrastive Layer-to-Layer Distillation for Compressing Multilingual Pre-Trained Speech Encoders. ICASSP 2024: 10801-10805 - [c11]Heng-Jui Chang, James R. Glass:
R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces. NAACL-HLT 2024: 642-662 - [i14]Hsuan-Fu Wang, Yi-Jen Shih, Heng-Jui Chang, Layne Berry, Puyuan Peng, Hung-yi Lee, Hsin-Min Wang, David Harwath:
SpeechCLIP+: Self-supervised multi-task representation learning for speech via CLIP and speech-image data. CoRR abs/2402.06959 (2024) - [i13]Shu-Wen Yang, Heng-Jui Chang, Zili Huang, Andy T. Liu, Cheng-I Lai, Haibin Wu, Jiatong Shi, Xuankai Chang, Hsiang-Sheng Tsai, Wen-Chin Huang, Tzu-hsun Feng, Po-Han Chi, Yist Y. Lin, Yung-Sung Chuang, Tzu-Hsien Huang, Wei-Cheng Tseng, Kushal Lakhotia, Shang-Wen Li, Abdelrahman Mohamed, Shinji Watanabe, Hung-yi Lee:
A Large-Scale Evaluation of Speech Foundation Models. CoRR abs/2404.09385 (2024) - 2023
- [c10]Layne Berry, Yi-Jen Shih, Hsuan-Fu Wang, Heng-Jui Chang, Hung-Yi Lee, David Harwath:
M-SpeechCLIP: Leveraging Large-Scale, Pre-Trained Models for Multilingual Speech to Image Retrieval. ICASSP 2023: 1-5 - [c9]Heng-Jui Chang, Alexander H. Liu, James R. Glass:
Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering. INTERSPEECH 2023: 2983-2987 - [c8]Alexander H. Liu, Heng-Jui Chang, Michael Auli, Wei-Ning Hsu, James R. Glass:
DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning. NeurIPS 2023 - [i12]Alexander H. Liu, Heng-Jui Chang, Michael Auli, Wei-Ning Hsu, James R. Glass:
DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning. CoRR abs/2305.10005 (2023) - [i11]Heng-Jui Chang, Alexander H. Liu, James R. Glass:
Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering. CoRR abs/2305.11072 (2023) - [i10]Heng-Jui Chang, Ning Dong, Ruslan Mavlyutov, Sravya Popuri, Yu-An Chung:
CoLLD: Contrastive Layer-to-layer Distillation for Compressing Multilingual Pre-trained Speech Encoders. CoRR abs/2309.07707 (2023) - [i9]Heng-Jui Chang, James R. Glass:
R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces. CoRR abs/2311.09117 (2023) - 2022
- [c7]Hsiang-Sheng Tsai, Heng-Jui Chang, Wen-Chin Huang, Zili Huang, Kushal Lakhotia, Shu-Wen Yang, Shuyan Dong, Andy T. Liu, Cheng-I Lai, Jiatong Shi, Xuankai Chang, Phil Hall, Hsuan-Jui Chen, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee:
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities. ACL (1) 2022: 8479-8492 - [c6]Heng-Jui Chang, Shu-Wen Yang, Hung-yi Lee:
Distilhubert: Speech Representation Learning by Layer-Wise Distillation of Hidden-Unit Bert. ICASSP 2022: 7087-7091 - [c5]Yi-Jen Shih, Hsuan-Fu Wang, Heng-Jui Chang, Layne Berry, Hung-yi Lee, David Harwath:
SpeechCLIP: Integrating Speech with Pre-Trained Vision and Language Model. SLT 2022: 715-722 - [i8]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:
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities. CoRR abs/2203.06849 (2022) - [i7]Yi-Jen Shih, Hsuan-Fu Wang, Heng-Jui Chang, Layne Berry, Hung-yi Lee, David Harwath:
SpeechCLIP: Integrating Speech with Pre-Trained Vision and Language Model. CoRR abs/2210.00705 (2022) - [i6]Layne Berry, Yi-Jen Shih, Hsuan-Fu Wang, Heng-Jui Chang, Hung-yi Lee, David Harwath:
M-SpeechCLIP: Leveraging Large-Scale, Pre-Trained Models for Multilingual Speech to Image Retrieval. CoRR abs/2211.01180 (2022) - 2021
- [c4]Shun-Po Chuang, Heng-Jui Chang, Sung-Feng Huang, Hung-yi Lee:
Non-Autoregressive Mandarin-English Code-Switching Speech Recognition. ASRU 2021: 465-472 - [c3]Hsueh-Hsien Chang, Tse-Chih Lai, Heng-Jui Chang, Wei-Jen Lee:
Transmission-Line Fault Location Identifications in HV Transmission Networks and different MV Wind Farms using Non-intrusive Monitoring Techniques. IAS 2021: 1-7 - [c2]Heng-Jui Chang, Hung-yi Lee, Lin-Shan Lee:
Towards Lifelong Learning of End-to-End ASR. Interspeech 2021: 2551-2555 - [c1]Heng-Jui Chang, Alexander H. Liu, Hung-yi Lee, Lin-Shan Lee:
End-to-End Whispered Speech Recognition with Frequency-Weighted Approaches and Pseudo Whisper Pre-training. SLT 2021: 186-193 - [i5]Heng-Jui Chang, Hung-yi Lee, Lin-Shan Lee:
Towards Lifelong Learning of End-to-end ASR. CoRR abs/2104.01616 (2021) - [i4]Shun-Po Chuang, Heng-Jui Chang, Sung-Feng Huang, Hung-yi Lee:
Non-autoregressive Mandarin-English Code-switching Speech Recognition with Pinyin Mask-CTC and Word Embedding Regularization. CoRR abs/2104.02258 (2021) - [i3]Heng-Jui Chang, Shu-Wen Yang, Hung-yi Lee:
DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT. CoRR abs/2110.01900 (2021) - [i2]Liang-Hsuan Tseng, Yu-Kuan Fu, Heng-Jui Chang, Hung-yi Lee:
Mandarin-English Code-switching Speech Recognition with Self-supervised Speech Representation Models. CoRR abs/2110.03504 (2021) - 2020
- [i1]Heng-Jui Chang, Alexander H. Liu, Hung-yi Lee, Lin-Shan Lee:
End-to-end Whispered Speech Recognition with Frequency-weighted Approaches and Layer-wise Transfer Learning. CoRR abs/2005.01972 (2020)
Coauthor Index
aka: Hung-Yi Lee
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