Get our free extension to see links to code for papers anywhere online!

Add to Chrome

Add to Firefox

Picture for Hung-yi Lee

Hung-yi Lee

Model Extraction Attack against Self-supervised Speech Models

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

Figure 1 for Model Extraction Attack against Self-supervised Speech Models

Figure 2 for Model Extraction Attack against Self-supervised Speech Models

Figure 3 for Model Extraction Attack against Self-supervised Speech Models

Figure 4 for Model Extraction Attack against Self-supervised Speech Models

* Submitted to ICASSP 2023

Access Paper or Ask Questions

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

Figure 1 for Compressing Transformer-based self-supervised models for speech processing

Figure 2 for Compressing Transformer-based self-supervised models for speech processing

Figure 3 for Compressing Transformer-based self-supervised models for speech processing

Figure 4 for Compressing Transformer-based self-supervised models for speech processing

* Submitted to ICASSP 2023

Access Paper or Ask Questions

MelHuBERT: A simplified HuBERT on Mel spectrogram

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

Figure 1 for MelHuBERT: A simplified HuBERT on Mel spectrogram

Figure 2 for MelHuBERT: A simplified HuBERT on Mel spectrogram

Figure 3 for MelHuBERT: A simplified HuBERT on Mel spectrogram

Figure 4 for MelHuBERT: A simplified HuBERT on Mel spectrogram

* Submitted to ICASSP 2023

Access Paper or Ask Questions

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

Figure 1 for Introducing Semantics into Speech Encoders

Figure 2 for Introducing Semantics into Speech Encoders

Figure 3 for Introducing Semantics into Speech Encoders

Figure 4 for Introducing Semantics into Speech Encoders

* 11 pages, 3 figures

Access Paper or Ask Questions

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

Figure 1 for Bridging Speech and Textual Pre-trained Models with Unsupervised ASR

Figure 2 for Bridging Speech and Textual Pre-trained Models with Unsupervised ASR

Figure 3 for Bridging Speech and Textual Pre-trained Models with Unsupervised ASR

Figure 4 for Bridging Speech and Textual Pre-trained Models with Unsupervised ASR

* ICASSP2023 submission

Access Paper or Ask Questions

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

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

Figure 1 for Once-for-All Sequence Compression for Self-Supervised Speech Models

Figure 2 for Once-for-All Sequence Compression for Self-Supervised Speech Models

Figure 3 for Once-for-All Sequence Compression for Self-Supervised Speech Models

* Submitted to ICASSP 2023

Access Paper or Ask Questions

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

Figure 1 for M-SpeechCLIP: Leveraging Large-Scale, Pre-Trained Models for Multilingual Speech to Image Retrieval

Figure 2 for M-SpeechCLIP: Leveraging Large-Scale, Pre-Trained Models for Multilingual Speech to Image Retrieval

Figure 3 for M-SpeechCLIP: Leveraging Large-Scale, Pre-Trained Models for Multilingual Speech to Image Retrieval

Figure 4 for M-SpeechCLIP: Leveraging Large-Scale, Pre-Trained Models for Multilingual Speech to Image Retrieval

* Submitted to ICASSP 2023

Access Paper or Ask Questions