Lee, Hung-yi

SUPERB: Speech Processing Universal PERformance Benchmark

Yang, S.-W., Chi, P.-H., Chuang, Y.-S., Lai, C.-I. J., Lakhotia, K., Lin, Y. Y., Liu, A. T., Shi, J., Chang, X., Lin, G.-T., et al. (2021) · Interspeech 2021

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 681

Self-supervised speech representation learning: A review

Mohamed, A., Lee, H.-Y., Borgholt, L., Havtorn, J. D., Edin, J., Igel, C., Kirchhoff, K., Li, S.-W., Livescu, K., Maaløe, L., et al. (2022) · IEEE Journal of Selected Topics in Signal Processing

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 372

Can Large Language Models Be an Alternative to Human Evaluations?

Chiang, C.-H., & Lee, H.-Y. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 331

Can Large Language Models Be an Alternative to Human Evaluations?

Chiang, C.-H., & Lee, H.-Y. (2023) · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Topic ModelingNatural Language Processing Techniques

Cited by 331

VQVC+: One-Shot Voice Conversion by Vector Quantization and U-Net Architecture

Wu, D.-Y., Chen, Y.-H., & Lee, H.-Y. (2020) · Interspeech 2020

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 88

SUPERB: Speech processing Universal PERformance Benchmark

Yang, S.-W., Chi, P.-H., Chuang, Y.-S., Lai, C.-I. J., Lakhotia, K., Lin, Y. Y., Liu, A. T., Shi, J., Chang, X., Lin, G.-T., et al. (2021) · arXiv

Speech Recognition and SynthesisDomain Adaptation and Few-Shot Learning

Cited by 52

Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension

Lee, C.-H., Wu, S.-L., Liu, C.-L., & Lee, H.-Y. (2018) · Interspeech 2018

Speech Recognition and SynthesisTopic Modeling

Cited by 45

Let Me Speak Freely? A Study on the Impact of Format Restrictions on Performance of Large Language Models

Tam, Z. R., Wu, C.-K., Tsai, Y.-L., Lin, C.-Y., Lee, H.-Y., & Chen, Y.-N. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 40

Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation

Huang, K. P., Fu, Y.-K., Zhang, Y., & Lee, H.-Y. (2022) · arXiv

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 19

SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks

Chang, K.-W., Wang, Y.-K., Shen, H., Kang, I.-T., Tseng, W.-C., Li, S.-W., & Lee, H.-Y. (2023) · arXiv

Speech Recognition and SynthesisDomain Adaptation and Few-Shot Learning

Cited by 15

Creativity in LLM-based Multi-Agent Systems: A Survey

Lin, Y.-C., Chen, K.-C., Li, Z.-Y., Wu, T.-H., Wu, T.-H., Chen, K.-Y., Lee, H.-Y., & Chen, Y.-N. (2025) · arXiv

Multi-Agent Systems and NegotiationTopic Modeling

Cited by 6

SpeechNet: A Universal Modularized Model for Speech Processing Tasks

Chen, Y.-C., Chi, P.-H., Yang, S.-W., Chang, K.-W., Lin, J.-H., Huang, S.-F., Liu, D.-R., Liu, C.-L., Lee, C.-K., & Lee, H.-Y. (2021) · arXiv

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 6

Over-Reasoning and Redundant Calculation of Large Language Models

Chiang, C.-H., & Lee, H.-Y. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 6

Merging facts, crafting fallacies: Evaluating the contradictory nature of aggregated factual claims in long-form generations

Chiang, C.-H., & Lee, H.-Y. (2024) · Findings of the Association for Computational Linguistics ACL 2024

Topic ModelingMisinformation and Its Impacts

Cited by 5