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Hung-yi Lee

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

199

Venues

9

Active years

2009–2026

Best venue rank

A*

Where they publish

Papers

199 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLReMedi: Reasoner for Medical Clinical Prediction.Yushi Cao, Yiming Chen, Hongchao Jiang, Hung-yi Lee, Robby T. Tan
2026ACLShanks: Simultaneous Hearing and Thinking for Spoken Language Models.Cheng-Han Chiang, Xiaofei Wang, Linjie Li, Chung-Ching Lin, Kevin Lin, Shujie Liu, Zhendong Wang, Zhengyuan Yang, Hung-yi Lee, Lijuan Wang
2026ACLOn the Fallacy of Global Token Perplexity in Spoken Language Model Evaluation.Chan-Jan Hsu, Liang-Hsuan Tseng, Yi-Cheng Lin, Yen-Chun Kuo, Ju-Chieh Chou, Kai-Wei Chang, Hung-yi Lee, Carlos Busso
2026ACLStyle Amnesia: Investigating Speaking Style Degradation and Mitigation in Multi-Turn Spoken Language Models.Yu-Xiang Lin, Cheng-Han Chiang, Hung-yi Lee
2026ACLAn Exploration of Mamba for Speech Self-Supervised Models.Tzu-Quan Lin, Heng-Cheng Kuo, Tzu-Chieh Wei, Hsi-Chun Cheng, Chun Wei Chen, Hsien-Fu Hsiao, Yu Tsao, Hung-yi Lee
2026ACLPseudo2Real: Task Arithmetic for Pseudo-Label Correction in Automatic Speech Recognition.Yi-Cheng Lin, Yu-Hsuan Li Liang, Hsuan Su, Tzu-Quan Lin, Shang-Tse Chen, Yun-Nung Chen, Hung-yi Lee
2026EACLBILLY: Steering Large Language Models via Merging Persona Vectors for Creative Generation.Tsung-Min Pai, Jui-I Wang, Li-Chun Lu, Shao-Hua Sun, Hung-yi Lee, Kai-Wei Chang
2025ACLTRACT: Regression-Aware Fine-tuning Meets Chain-of-Thought Reasoning for LLM-as-a-Judge.Cheng-Han Chiang, Hung-yi Lee, Michal Lukasik
2025ACLTransferring Textual Preferences to Vision-Language Understanding through Model Merging.Chen-An Li, Tzu-Han Lin, Yun-Nung Chen, Hung-yi Lee
2025ACLAlign-SLM: Textless Spoken Language Models with Reinforcement Learning from AI Feedback.Guan-Ting Lin, Prashanth Gurunath Shivakumar, Aditya Gourav, Yile Gu, Ankur Gandhe, Hung-yi Lee, Ivan Bulyko
2025ASRUTowards Generalized Source Tracing for Codec-Based Deepfake Speech.I-Ming Lin, Xuanjun Chen, Lin Zhang, Haibin Wu, Hung-yi Lee, Jyh-Shing Roger Jang
2025EMNLPAudio-Aware Large Language Models as Judges for Speaking Styles.Cheng-Han Chiang, Xiaofei Wang, Chung-Ching Lin, Kevin Lin, Linjie Li, Radu Kopetz, Yao Qian, Zhendong Wang, Zhengyuan Yang, Hung-yi Lee, Lijuan Wang
2025EMNLPSafeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging.Hua Farn, Hsuan Su, Shachi H. Kumar, Saurav Sahay, Shang-Tse Chen, Hung-yi Lee
2025EMNLPCreativity in LLM-based Multi-Agent Systems: A Survey.Yi-Cheng Lin, Kang-Chieh Chen, Zhe-Yan Li, Tzu-Heng Wu, Tzu-Hsuan Wu, Kuan-Yu Chen, Hung-yi Lee, Yun-Nung Chen
2025EMNLPTowards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey.Chih-Kai Yang, Neo S. Ho, Hung-yi Lee
2025ICASSPSpectral-Aware Low-Rank Adaptation for Speaker Verification.Zhe Li, Man-Wai Mak, Mert Pilanci, Hung-yi Lee, Helen Meng
2025ICASSPImproving Speech Emotion Recognition in Under-Resourced Languages via Speech-to-Speech Translation with Bootstrapping Data Selection.Hsi-Che Lin, Yi-Cheng Lin, Huang-Cheng Chou, Hung-yi Lee
2025ICMLIMPACT: Iterative Mask-based Parallel Decoding for Text-to-Audio Generation with Diffusion Modeling.Kuan-Po Huang, Shu-Wen Yang, Huy Phan, Bo-Ru Lu, Byeonggeun Kim, Sashank Macha, Qingming Tang, Shalini Ghosh, Hung-yi Lee, Chieh-Chi Kao, Chao Wang
2025ICMLGenerative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction.Shu-Wen Yang, Byeonggeun Kim, Kuan-Po Huang, Qingming Tang, Huy Phan, Bo-Ru Lu, Harshavardhan Sundar, Shalini Ghosh, Hung-yi Lee, Chieh-Chi Kao, Chao Wang
2025InterspeechCodec-Based Deepfake Source Tracing via Neural Audio Codec Taxonomy.Xuanjun Chen, I-Ming Lin, Lin Zhang, Jiawei Du, Haibin Wu, Hung-yi Lee, Jyh-Shing Roger Jang
2025InterspeechThe ML-SUPERB 2.0 Challenge: Towards Inclusive ASR Benchmarking for All Language Varieties.William Chen, Chutong Meng, Jiatong Shi, Martijn Bartelds, Shih-Heng Wang, Hsiu-Hsuan Wang, Rafael Mosquera, Sara Hincapie, Dan Jurafsky, Antonis Anastasopoulos, Hung-yi Lee, Karen Livescu, Shinji Watanabe
2025InterspeechMeta-PerSER: Few-Shot Listener Personalized Speech Emotion Recognition via Meta-learning.Shi-Xin Fang, Liang-Yeh Shen, Yi-Cheng Lin, Huang-Cheng Chou, Hung-yi Lee
2025InterspeechDistilling a speech and music encoder with task arithmetic.Fabian Ritter Gutierrez, Yi-Cheng Lin, Jui-Chiang Wei, Jeremy H. M. Wong, Eng Siong Chng, Nancy F. Chen, Hung-yi Lee
2025InterspeechAnalyzing Mitigation Strategies for Catastrophic Forgetting in End-to-End Training of Spoken Language Models.Chi-Yuan Hsiao, Ke-Han Lu, Kai-Wei Chang, Chih-Kai Yang, Wei-Chih Chen, Hung-yi Lee
2025InterspeechVoiceNoNG: Robust High-Quality Speech Editing Model without Hallucinations.Sung-Feng Huang, Heng-Cheng Kuo, Zhehuai Chen, Xuesong Yang, Pin-Jui Ku, Ante Jukic, Huck Yang, Yu Tsao, Yu-Chiang Frank Wang, Hung-yi Lee, Szu-Wei Fu
2025InterspeechTeaching Audio-Aware Large Language Models What Does Not Hear: Mitigating Hallucinations through Synthesized Negative Samples.Chun-Yi Kuan, Hung-yi Lee
2025InterspeechMitigating Subgroup Disparities in Multi-Label Speech Emotion Recognition: A Pseudo-Labeling and Unsupervised Learning Approach.Yi-Cheng Lin, Huang-Cheng Chou, Hung-yi Lee
2025InterspeechSpeech-IFEval: Evaluating Instruction-Following and Quantifying Catastrophic Forgetting in Speech-Aware Language Models.Ke-Han Lu, Chun-Yi Kuan, Hung-yi Lee
2025InterspeechToxicTone: A Mandarin Audio Dataset Annotated for Toxicity and Toxic Utterance Tonality.Yu-Xiang Luo, Yi-Cheng Lin, Ming-To Chuang, Jia-Hung Chen, I-Ning Tsai, Pei Xing Kiew, Yueh-Hsuan Huang, Chien-Feng Liu, Yu-Chen Chen, Bo-Han Feng, Wenze Ren, Hung-yi Lee
2025InterspeechSAKURA: On the Multi-hop Reasoning of Large Audio-Language Models Based on Speech and Audio Information.Chih-Kai Yang, Neo Ho, Yen-Ting Piao, Hung-yi Lee
2025NAACLGender Bias in Instruction-Guided Speech Synthesis Models.Chun-Yi Kuan, Hung-yi Lee
2025NAACLHierarchical Speculative Decoding with Dynamic Window.Shensian Syu, Hung-yi Lee
2024ACLOn the Evaluation of Speech Foundation Models for Spoken Language Understanding.Siddhant Arora, Ankita Pasad, Chung-Ming Chien, Jionghao Han, Roshan S. Sharma, Jee-weon Jung, Hira Dhamyal, William Chen, Suwon Shon, Hung-yi Lee, Karen Livescu, Shinji Watanabe
2024ACLMerging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations.Cheng-Han Chiang, Hung-yi Lee
2024ACLChat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages.Shih-Cheng Huang, Pin-Zu Li, Yu-Chi Hsu, Kuang-Ming Chen, Yu-Tung Lin, Shih-Kai Hsiao, Richard Tzong-Han Tsai, Hung-yi Lee
2024ACLAdvancing Large Language Models to Capture Varied Speaking Styles and Respond Properly in Spoken Conversations.Guan-Ting Lin, Cheng-Han Chiang, Hung-yi Lee
2024ACLCodec-SUPERB: An In-Depth Analysis of Sound Codec Models.Haibin Wu, Ho-Lam Chung, Yi-Cheng Lin, Yuan-Kuei Wu, Xuanjun Chen, Yu-Chi Pai, Hsiu-Hsuan Wang, Kai-Wei Chang, Alexander H. Liu, Hung-yi Lee
2024EACLOver-Reasoning and Redundant Calculation of Large Language Models.Cheng-Han Chiang, Hung-yi Lee
2024EMNLPLarge Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Course.Cheng-Han Chiang, Wei-Chih Chen, Chun-Yi Kuan, Chienchou Yang, Hung-yi Lee
2024EMNLPContinual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech.Guan-Ting Lin, Wei Huang, Hung-yi Lee
2024EMNLPCan LLMs Understand the Implication of Emphasized Sentences in Dialogue?Guan-Ting Lin, Hung-yi Lee
2024EMNLPDogeRM: Equipping Reward Models with Domain Knowledge through Model Merging.Tzu-Han Lin, Chen-An Li, Hung-yi Lee, Yun-Nung Chen
2024EMNLPTask Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition.Hsuan Su, Hua Farn, Fan-Yun Sun, Shang-Tse Chen, Hung-yi Lee
2024EMNLPUnveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopses.Hung-Ting Su, Ya-Ching Hsu, Xudong Lin, Xiang Qian Shi, Yulei Niu, Han-Yuan Hsu, Hung-yi Lee, Winston H. Hsu
2024EMNLPLet Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance.Zhi Rui Tam, Cheng-Kuang Wu, Yi-Lin Tsai, Chieh-Yen Lin, Hung-yi Lee, Yun-Nung Chen
2024EMNLPI Need Help! Evaluating LLM's Ability to Ask for Users' Support: A Case Study on Text-to-SQL Generation.Cheng-Kuang Wu, Zhi Rui Tam, Chao-Chung Wu, Chieh-Yen Lin, Hung-yi Lee, Yun-Nung Chen
2024InterspeechExploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks.Kai-Wei Chang, Ming-Hao Hsu, Shang-Wen Li, Hung-yi Lee
2024InterspeechNeural Codec-based Adversarial Sample Detection for Speaker Verification.Xuanjun Chen, Jiawei Du, Haibin Wu, Jyh-Shing Roger Jang, Hung-yi Lee
2024InterspeechSinging Voice Graph Modeling for SingFake Detection.Xuanjun Chen, Haibin Wu, Roger Jang, Hung-yi Lee
2024InterspeechDataset-Distillation Generative Model for Speech Emotion Recognition.Fabian Ritter Gutierrez, Kuan-Po Huang, Jeremy H. M. Wong, Dianwen Ng, Hung-yi Lee, Nancy F. Chen, Eng Siong Chng
2024InterspeechUnderstanding Sounds, Missing the Questions: The Challenge of Object Hallucination in Large Audio-Language Models.Chun-Yi Kuan, Wei-Ping Huang, Hung-yi Lee
2024InterspeechParameter-efficient Fine-tuning of Speaker-Aware Dynamic Prompts for Speaker Verification.Zhe Li, Man-Wai Mak, Hung-yi Lee, Helen Meng
2024InterspeechDAISY: Data Adaptive Self-Supervised Early Exit for Speech Representation Models.Tzu-Quan Lin, Hung-yi Lee, Hao Tang
2024InterspeechOn the social bias of speech self-supervised models.Yi-Cheng Lin, Tzu-Quan Lin, Hsi-Che Lin, Andy T. Liu, Hung-yi Lee
2024InterspeechEmo-bias: A Large Scale Evaluation of Social Bias on Speech Emotion Recognition.Yi-Cheng Lin, Haibin Wu, Huang-Cheng Chou, Chi-Chun Lee, Hung-yi Lee
2024InterspeechDeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment.Ke-Han Lu, Zhehuai Chen, Szu-Wei Fu, He Huang, Boris Ginsburg, Yu-Chiang Frank Wang, Hung-yi Lee
2024InterspeechGSQA: An End-to-End Model for Generative Spoken Question Answering.Min-Han Shih, Ho-Lam Chung, Yu-Chi Pai, Ming-Hao Hsu, Guan-Ting Lin, Shang-Wen Li, Hung-yi Lee
2024InterspeechML-SUPERB 2.0: Benchmarking Multilingual Speech Models Across Modeling Constraints, Languages, and Datasets.Jiatong Shi, Shih-Heng Wang, William Chen, Martijn Bartelds, Vanya Bannihatti Kumar, Jinchuan Tian, Xuankai Chang, Dan Jurafsky, Karen Livescu, Hung-yi Lee, Shinji Watanabe
2024InterspeechCodecFake: Enhancing Anti-Spoofing Models Against Deepfake Audios from Codec-Based Speech Synthesis Systems.Haibin Wu, Yuan Tseng, Hung-yi Lee
2024NAACLSystematic Analysis for Pretrained Language Model Priming for Parameter-Efficient Fine-tuning.Shih-Cheng Huang, Shih-Heng Wang, Min-Han Shih, Saurav Sahay, Hung-yi Lee
2023ACLCan Large Language Models Be an Alternative to Human Evaluations?David Cheng-Han Chiang, Hung-yi Lee
2023ACLAre Synonym Substitution Attacks Really Synonym Substitution Attacks?David Cheng-Han Chiang, Hung-yi Lee
2023ACLSLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks.Suwon Shon, Siddhant Arora, Chyi-Jiunn Lin, Ankita Pasad, Felix Wu, Roshan S. Sharma, Wei-Lun Wu, Hung-yi Lee, Karen Livescu, Shinji Watanabe
2023ACLIntroducing Semantics into Speech Encoders.Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Bing Liu, Akshat Shrivastava, Shang-Wen Li, Liang-Hsuan Tseng, Guan-Ting Lin, Alexei Baevski, Hung-yi Lee, Yizhou Sun, Wei Wang
2023EMNLPA Closer Look into Using Large Language Models for Automatic Evaluation.David Cheng-Han Chiang, Hung-yi Lee
2023ICASSPOnce-for-All Sequence Compression for Self-Supervised Speech Models.Hsuan-Jui Chen, Yen Meng, Hung-yi Lee
2023InterspeechHow to Estimate Model Transferability of Pre-Trained Speech Models?Zih-Ching Chen, Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Shuo-Yiin Chang, Rohit Prabhavalkar, Hung-yi Lee, Tara N. Sainath
2023InterspeechWhy We Should Report the Details in Subjective Evaluation of TTS More Rigorously.Cheng-Han Chiang, Wei-Ping Huang, Hung-yi Lee
2023InterspeechML-SUPERB: Multilingual Speech Universal PERformance Benchmark.Jiatong Shi, Dan Berrebbi, William Chen, En-Pei Hu, Wei-Ping Huang, Ho-Lam Chung, Xuankai Chang, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Shinji Watanabe
2023InterspeechImproving Textless Spoken Language Understanding with Discrete Units as Intermediate Target.Guan-Wei Wu, Guan-Ting Lin, Shang-Wen Li, Hung-yi Lee
2022ACLXDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding.Chan-Jan Hsu, Hung-yi Lee, Yu Tsao
2022ACLSUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities.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
2022ICASSPDistilhubert: Speech Representation Learning by Layer-Wise Distillation of Hidden-Unit Bert.Heng-Jui Chang, Shu-Wen Yang, Hung-yi Lee
2022ICASSPDon't Speak Too Fast: The Impact of Data Bias on Self-Supervised Speech Models.Yen Meng, Yi-Hui Chou, Andy T. Liu, Hung-yi Lee
2022InterspeechExploring Continuous Integrate-and-Fire for Adaptive Simultaneous Speech Translation.Chih-Chiang Chang, Hung-yi Lee
2022InterspeechAn Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks.Kai-Wei Chang, Wei-Cheng Tseng, Shang-Wen Li, Hung-yi Lee
2022InterspeechFew Shot Cross-Lingual TTS Using Transferable Phoneme Embedding.Wei-Ping Huang, Po-Chun Chen, Sung-Feng Huang, Hung-yi Lee
2022InterspeechImproving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation.Kuan-Po Huang, Yu-Kuan Fu, Yu Zhang, Hung-yi Lee
2022InterspeechListen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition.Guan-Ting Lin, Shang-Wen Li, Hung-yi Lee
2022InterspeechDUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering.Guan-Ting Lin, Yung-Sung Chuang, Ho-Lam Chung, Shu-Wen Yang, Hsuan-Jui Chen, Shuyan Annie Dong, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-Shan Lee
2022InterspeechDDOS: A MOS Prediction Framework utilizing Domain Adaptive Pre-training and Distribution of Opinion Scores.Wei-Cheng Tseng, Wei-Tsung Kao, Hung-yi Lee
2022InterspeechMembership Inference Attacks Against Self-supervised Speech Models.Wei-Cheng Tseng, Wei-Tsung Kao, Hung-yi Lee
2022InterspeechSpoofing-Aware Speaker Verification by Multi-Level Fusion.Haibin Wu, Lingwei Meng, Jiawen Kang, Jinchao Li, Xu Li, Xixin Wu, Hung-yi Lee, Helen Meng
2022InterspeechMFA-Conformer: Multi-scale Feature Aggregation Conformer for Automatic Speaker Verification.Yang Zhang, Zhiqiang Lv, Haibin Wu, Shanshan Zhang, Pengfei Hu, Zhiyong Wu, Hung-yi Lee, Helen Meng
2022NAACLAdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks.Chin-Lun Fu, Zih-Ching Chen, Yun-Ru Lee, Hung-yi Lee
2022NAACLMeta Learning for Natural Language Processing: A Survey.Hung-yi Lee, Shang-Wen Li, Thang Vu
2021AAAIMulti-modal User Intent Classification Under the Scenario of Smart Factory (Student Abstract).Yu-Ching Chiu, Bo-Hao Chang, Tzu-Yu Chen, Cheng-Fu Yang, Nanyi Bi, Richard Tzong-Han Tsai, Hung-yi Lee, Jane Yung-jen Hsu
2021ACLInvestigating the Reordering Capability in CTC-based Non-Autoregressive End-to-End Speech Translation.Shun-Po Chuang, Yung-Sung Chuang, Chih-Chiang Chang, Hung-yi Lee
2021ASRUAn Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition.Xuankai Chang, Takashi Maekaku, Pengcheng Guo, Jing Shi, Yen-Ju Lu, Aswin Shanmugam Subramanian, Tianzi Wang, Shu-Wen Yang, Yu Tsao, Hung-yi Lee, Shinji Watanabe
2021ASRUNon-Autoregressive Mandarin-English Code-Switching Speech Recognition.Shun-Po Chuang, Heng-Jui Chang, Sung-Feng Huang, Hung-yi Lee
2021EMNLPIs BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models' Transferability.Wei-Tsung Kao, Hung-yi Lee
2021ICASSPAgain-VC: A One-Shot Voice Conversion Using Activation Guidance and Adaptive Instance Normalization.Yen-Hao Chen, Da-Yi Wu, Tsung-Han Wu, Hung-yi Lee
2021ICASSPInvestigating on Incorporating Pretrained and Learnable Speaker Representations for Multi-Speaker Multi-Style Text-to-Speech.Chung-Ming Chien, Jheng-Hao Lin, Chien-yu Huang, Po-Chun Hsu, Hung-yi Lee
2021ICASSPFragmentvc: Any-To-Any Voice Conversion by End-To-End Extracting and Fusing Fine-Grained Voice Fragments with Attention.Yist Y. Lin, Chung-Ming Chien, Jheng-Hao Lin, Hung-yi Lee, Lin-Shan Lee
2021ICASSPOne Shot Learning for Speech Separation.Yuan-Kuei Wu, Kuan-Po Huang, Yu Tsao, Hung-yi Lee
2021ICASSPAdversarial Defense for Automatic Speaker Verification by Cascaded Self-Supervised Learning Models.Haibin Wu, Xu Li, Andy T. Liu, Zhiyong Wu, Helen Meng, Hung-yi Lee
2021InterspeechTowards Lifelong Learning of End-to-End ASR.Heng-Jui Chang, Hung-yi Lee, Lin-Shan Lee
2021InterspeechStabilizing Label Assignment for Speech Separation by Self-Supervised Pre-Training.Sung-Feng Huang, Shun-Po Chuang, Da-Rong Liu, Yi-Chen Chen, Gene-Ping Yang, Hung-yi Lee
2021InterspeechS2VC: A Framework for Any-to-Any Voice Conversion with Self-Supervised Pretrained Representations.Jheng-Hao Lin, Yist Y. Lin, Chung-Ming Chien, Hung-yi Lee
2021InterspeechUtilizing Self-Supervised Representations for MOS Prediction.Wei-Cheng Tseng, Chien-yu Huang, Wei-Tsung Kao, Yist Y. Lin, Hung-yi Lee
2021InterspeechAuto-KWS 2021 Challenge: Task, Datasets, and Baselines.Jingsong Wang, Yuxuan He, Chunyu Zhao, Qijie Shao, Wei-Wei Tu, Tom Ko, Hung-yi Lee, Lei Xie
2021InterspeechVoting for the Right Answer: Adversarial Defense for Speaker Verification.Haibin Wu, Yang Zhang, Zhiyong Wu, Dong Wang, Hung-yi Lee
2021InterspeechSUPERB: Speech Processing Universal PERformance Benchmark.Shu-Wen Yang, Po-Han Chi, Yung-Sung Chuang, Cheng-I Jeff Lai, Kushal Lakhotia, Yist Y. Lin, Andy T. Liu, Jiatong Shi, Xuankai Chang, Guan-Ting Lin, Tzu-Hsien Huang, Wei-Cheng Tseng, Ko-tik Lee, Da-Rong Liu, Zili Huang, Shuyan Dong, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
2021NAACLPut Chatbot into Its Interlocutor's Shoes: New Framework to Learn Chatbot Responding with Intention.Hsuan Su, Jiun-Hao Jhan, Fan-Yun Sun, Saurav Sahay, Hung-yi Lee
2020AAAIOrder-Free Learning Alleviating Exposure Bias in Multi-Label Classification.Che-Ping Tsai, Hung-yi Lee
2020ACLWorse WER, but Better BLEU? Leveraging Word Embedding as Intermediate in Multitask End-to-End Speech Translation.Shun-Po Chuang, Tzu-Wei Sung, Alexander H. Liu, Hung-yi Lee
2020EMNLPPretrained Language Model Embryology: The Birth of ALBERT.David Cheng-Han Chiang, Sung-Feng Huang, Hung-yi Lee
2020ICASSPTraining Code-Switching Language Model with Monolingual Data.Shun-Po Chuang, Tzu-Wei Sung, Hung-yi Lee
2020ICASSPMeta Learning for End-To-End Low-Resource Speech Recognition.Jui-Yang Hsu, Yuan-Jui Chen, Hung-yi Lee
2020ICASSPSequence-to-Sequence Automatic Speech Recognition with Word Embedding Regularization and Fused Decoding.Alexander H. Liu, Tzu-Wei Sung, Shun-Po Chuang, Hung-yi Lee, Lin-Shan Lee
2020ICASSPTowards Unsupervised Speech Recognition and Synthesis with Quantized Speech Representation Learning.Alexander H. Liu, Tao Tu, Hung-yi Lee, Lin-Shan Lee
2020ICASSPMockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders.Andy T. Liu, Shu-Wen Yang, Po-Han Chi, Po-Chun Hsu, Hung-yi Lee
2020ICASSPWhat Does a Network Layer Hear? Analyzing Hidden Representations of End-to-End ASR Through Speech Synthesis.Chung-Yi Li, Pei-Chieh Yuan, Hung-yi Lee
2020ICASSPDefense Against Adversarial Attacks on Spoofing Countermeasures of ASV.Haibin Wu, Songxiang Liu, Helen Meng, Hung-yi Lee
2020ICASSPInterrupted and Cascaded Permutation Invariant Training for Speech Separation.Gene-Ping Yang, Szu-Lin Wu, Yao-Wen Mao, Hung-yi Lee, Lin-Shan Lee
2020InterspeechDARTS-ASR: Differentiable Architecture Search for Multilingual Speech Recognition and Adaptation.Yi-Chen Chen, Jui-Yang Hsu, Cheng-Kuang Lee, Hung-yi Lee
2020InterspeechSpeechBERT: An Audio-and-Text Jointly Learned Language Model for End-to-End Spoken Question Answering.Yung-Sung Chuang, Chi-Liang Liu, Hung-yi Lee, Lin-Shan Lee
2020InterspeechWG-WaveNet: Real-Time High-Fidelity Speech Synthesis Without GPU.Po-Chun Hsu, Hung-yi Lee
2020InterspeechSemi-Supervised Learning for Multi-Speaker Text-to-Speech Synthesis Using Discrete Speech Representation.Tao Tu, Yuan-Jui Chen, Alexander H. Liu, Hung-yi Lee
2020InterspeechVQVC+: One-Shot Voice Conversion by Vector Quantization and U-Net Architecture.Da-Yi Wu, Yen-Hao Chen, Hung-yi Lee
2020InterspeechDefense for Black-Box Attacks on Anti-Spoofing Models by Self-Supervised Learning.Haibin Wu, Andy T. Liu, Hung-yi Lee
2020InterspeechUnderstanding Self-Attention of Self-Supervised Audio Transformers.Shu-Wen Yang, Andy T. Liu, Hung-yi Lee
2019ASRUAdversarial Attacks on Spoofing Countermeasures of Automatic Speaker Verification.Songxiang Liu, Haibin Wu, Hung-yi Lee, Helen Meng
2019EMNLPZero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model.Tsung-Yuan Hsu, Chi-Liang Liu, Hung-yi Lee
2019EMNLPPolly Want a Cracker: Analyzing Performance of Parroting on Paraphrase Generation Datasets.Hongren Mao, Hung-yi Lee
2019EMNLPDyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs.Yi-Lin Tuan, Yun-Nung Chen, Hung-yi Lee
2019EMNLPTree Transformer: Integrating Tree Structures into Self-Attention.Yau-Shian Wang, Hung-yi Lee, Yun-Nung Chen
2019ICASSPMitigating the Impact of Speech Recognition Errors on Spoken Question Answering by Adversarial Domain Adaptation.Chia-Hsuan Lee, Yun-Nung Chen, Hung-yi Lee
2019ICASSPAdversarial Training of End-to-end Speech Recognition Using a Criticizing Language Model.Alexander H. Liu, Hung-yi Lee, Lin-Shan Lee
2019ICASSPTowards End-to-end Speech-to-text Translation with Two-pass Decoding.Tzu-Wei Sung, Jun-You Liu, Hung-yi Lee, Lin-Shan Lee
2019ICASSPUsing Deep-Q Network to Select Candidates from N-best Speech Recognition Hypotheses for Enhancing Dialogue State Tracking.Richard Tzong-Han Tsai, Chia-Hao Chen, Chun-Kai Wu, Yu-Cheng Hsiao, Hung-yi Lee
2019ICASSPAdversarial Learning of Label Dependency: A Novel Framework for Multi-class Classification.Che-Ping Tsai, Hung-yi Lee
2019ICASSPTowards Audio to Scene Image Synthesis Using Generative Adversarial Network.Chia-Hung Wan, Shun-Po Chuang, Hung-yi Lee
2019InterspeechCode-Switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation.Ching-Ting Chang, Shun-Po Chuang, Hung-yi Lee
2019InterspeechGenerative Adversarial Networks for Unpaired Voice Transformation on Impaired Speech.Li-Wei Chen, Hung-yi Lee, Yu Tsao
2019InterspeechCompletely Unsupervised Phoneme Recognition by a Generative Adversarial Network Harmonized with Iteratively Refined Hidden Markov Models.Kuan-Yu Chen, Che-Ping Tsai, Da-Rong Liu, Hung-yi Lee, Lin-Shan Lee
2019InterspeechEnd-to-End Text-to-Speech for Low-Resource Languages by Cross-Lingual Transfer Learning.Yuan-Jui Chen, Tao Tu, Cheng-chieh Yeh, Hung-yi Lee
2019InterspeechOne-Shot Voice Conversion by Separating Speaker and Content Representations with Instance Normalization.Ju-Chieh Chou, Hung-yi Lee
2019InterspeechNoise Adaptive Speech Enhancement Using Domain Adversarial Training.Chien-Feng Liao, Yu Tsao, Hung-yi Lee, Hsin-Min Wang
2019InterspeechUnsupervised End-to-End Learning of Discrete Linguistic Units for Voice Conversion.Andy T. Liu, Po-Chun Hsu, Hung-yi Lee
2019InterspeechPersonalized Dialogue Response Generation Learned from Monologues.Feng-Guang Su, Aliyah R. Hsu, Yi-Lin Tuan, Hung-yi Lee
2019InterspeechImproved Speech Separation with Time-and-Frequency Cross-Domain Joint Embedding and Clustering.Gene-Ping Yang, Chao-I Tuan, Hung-yi Lee, Lin-Shan Lee
2018EMNLPLearning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks.Yau-Shian Wang, Hung-yi Lee
2018ICASSPQuery-by-Example Spoken Term Detection Using Attention-Based Multi-Hop Networks.Chia-Wei Ao, Hung-yi Lee
2018ICASSPScalable Sentiment for Sequence-to-Sequence Chatbot Response with Performance Analysis.Chih-Wei Lee, Yau-Shian Wang, Tsung-Yuan Hsu, Kuan-Yu Chen, Hung-yi Lee, Lin-Shan Lee
2018ICASSPDomain Independent Key Term Extraction from Spoken Content Based on Context and Term Location Information in the Utterances.Hsien-Chin Lin, Chi-Yu Yang, Hung-yi Lee, Lin-Shan Lee
2018ICASSPLanguage Transfer of Audio Word2Vec: Learning Audio Segment Representations Without Target Language Data.Chia-Hao Shen, Janet Y. Sung, Hung-yi Lee
2018ICASSPSegmental Audio Word2Vec: Representing Utterances as Sequences of Vectors with Applications in Spoken Term Detection.Yu-Hsuan Wang, Hung-yi Lee, Lin-Shan Lee
2018InterspeechMulti-target Voice Conversion without Parallel Data by Adversarially Learning Disentangled Audio Representations.Ju-Chieh Chou, Cheng-chieh Yeh, Hung-yi Lee, Lin-Shan Lee
2018InterspeechJoint Learning of Interactive Spoken Content Retrieval and Trainable User Simulator.Pei-Hung Chung, Kuan Tung, Ching-Lun Tai, Hung-yi Lee
2018InterspeechSpoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension.Chia-Hsuan Li, Szu-Lin Wu, Chi-Liang Liu, Hung-yi Lee
2018InterspeechCompletely Unsupervised Phoneme Recognition by Adversarially Learning Mapping Relationships from Audio Embeddings.Da-Rong Liu, Kuan-Yu Chen, Hung-yi Lee, Lin-Shan Lee
2018NAACLSupervised and Unsupervised Transfer Learning for Question Answering.Yu-An Chung, Hung-yi Lee, James R. Glass
2017ASRUMitigating the impact of speech recognition errors on chatbot using sequence-to-sequence model.Pin-Jung Chen, I-Hung Hsu, Yi Yao Huang, Hung-yi Lee
2017ASRUSeeing and hearing too: Audio representation for video captioning.Shun-Po Chuang, Chia-Hung Wan, Pang-Chi Huang, Chi-Yu Yang, Hung-yi Lee
2017ASRUPersonalized word representations carrying personalized semantics learned from social network posts.Zih-Wei Lin, Tzu-Wei Sung, Hung-yi Lee, Lin-Shan Lee
2017EMNLPLearning Chinese Word Representations From Glyphs Of Characters.Tzu-Ray Su, Hung-yi Lee
2017ICASSPRecurrent Neural Network based language modeling with controllable external Memory.Wei-Jen Ko, Bo-Hsiang Tseng, Hung-yi Lee
2017ICASSPPersonalized acoustic modeling by weakly supervised multi-task deep learning using acoustic tokens discovered from unlabeled data.Cheng-Kuang Wei, Cheng-Tao Chung, Hung-yi Lee, Lin-Shan Lee
2017InterspeechOrder-Preserving Abstractive Summarization for Spoken Content Based on Connectionist Temporal Classification.Bo-Ru Lu, Frank Shyu, Yun-Nung Chen, Hung-yi Lee, Lin-Shan Lee
2017InterspeechGate Activation Signal Analysis for Gated Recurrent Neural Networks and its Correlation with Phoneme Boundaries.Yu-Hsuan Wang, Cheng-Tao Chung, Hung-yi Lee
2016InterspeechAudio Word2Vec: Unsupervised Learning of Audio Segment Representations Using Sequence-to-Sequence Autoencoder.Yu-An Chung, Chao-Chung Wu, Chia-Hao Shen, Hung-yi Lee, Lin-Shan Lee
2016InterspeechNeural Attention Models for Sequence Classification: Analysis and Application to Key Term Extraction and Dialogue Act Detection.Sheng-syun Shen, Hung-yi Lee
2016InterspeechTowards Machine Comprehension of Spoken Content: Initial TOEFL Listening Comprehension Test by Machine.Bo-Hsiang Tseng, Sheng-syun Shen, Hung-yi Lee, Lin-Shan Lee
2016InterspeechInteractive Spoken Content Retrieval by Deep Reinforcement Learning.Yen-Chen Wu, Tzu-Hsiang Lin, Yang-De Chen, Hung-yi Lee, Lin-Shan Lee
2015ASRUAn iterative deep learning framework for unsupervised discovery of speech features and linguistic units with applications on spoken term detection.Cheng-Tao Chung, Cheng-Yu Tsai, Hsiang-Hung Lu, Chia-Hsiang Liu, Hung-yi Lee, Lin-Shan Lee
2015ASRUTowards structured deep neural network for automatic speech recognition.Yi-Hsiu Liao, Hung-yi Lee, Lin-Shan Lee
2015ASRUPersonalizing universal recurrent neural network language model with user characteristic features by social network crowdsourcing.Bo-Hsiang Tseng, Hung-yi Lee, Lin-Shan Lee
2015InterspeechSemantic retrieval of personal photos using a deep autoencoder fusing visual features with speech annotations represented as word/paragraph vectors.Hung-tsung Lu, Yuan-ming Liou, Hung-yi Lee, Lin-Shan Lee
2015InterspeechStructuring lectures in massive open online courses (MOOCs) for efficient learning by linking similar sections and predicting prerequisites.Sheng-syun Shen, Hung-yi Lee, Shang-wen Li, Victor Zue, Lin-Shan Lee
2015InterspeechPersonalized speech recognizer with keyword-based personalized lexicon and language model using word vector representations.Ching-feng Yeh, Yuan-ming Liou, Hung-yi Lee, Lin-Shan Lee
2014InterspeechGraph-based re-ranking using acoustic feature similarity between search results for spoken term detection on low-resource languages.Hung-yi Lee, Yu Zhang, Ekapol Chuangsuwanich, James R. Glass
2014InterspeechSemantic retrieval of personal photos using matrix factorization and two-layer random walk fusing sparse speech annotations with visual features.Yuan-ming Liou, Yi-Sheng Fu, Hung-yi Lee, Lin-Shan Lee
2014InterspeechAlignment of spoken utterances with slide content for easier learning with recorded lectures using structured support vector machine (SVM).Han Lu, Sheng-syun Shen, Sz-Rung Shiang, Hung-yi Lee, Lin-Shan Lee
2014InterspeechSpoken question answering using tree-structured conditional random fields and two-layer random walk.Sz-Rung Shiang, Hung-yi Lee, Lin-Shan Lee
2013ASRUTowards unsupervised semantic retrieval of spoken content with query expansion based on automatically discovered acoustic patterns.Yun-Chiao Li, Hung-yi Lee, Cheng-Tao Chung, Chun-an Chan, Lin-Shan Lee
2013ICASSPUnsupervised domain adaptation for spoken document summarization with structured support vector machine.Hung-yi Lee, Yu-Yu Chou, Yow-Bang Wang, Lin-Shan Lee
2013ICASSPEnhancing query expansion for semantic retrieval of spoken content with automatically discovered acoustic patterns.Hung-yi Lee, Yun-Chiao Li, Cheng-Tao Chung, Lin-Shan Lee
2013ICASSPInteractive spoken content retrieval by extended query model and continuous state space Markov Decision Process.Tsung-Hsien Wen, Hung-yi Lee, Pei-hao Su, Lin-Shan Lee
2013InterspeechEnsemble of machine learning and acoustic segment model techniques for speech emotion and autism spectrum disorders recognition.Hung-yi Lee, Ting-Yao Hu, How Jing, Yun-Fan Chang, Yu Tsao, Yu-Cheng Kao, Tsang-Long Pao
2013InterspeechSupervised spoken document summarization based on structured support vector machine with utterance clusters as hidden variables.Sz-Rung Shiang, Hung-yi Lee, Lin-Shan Lee
2013InterspeechRecurrent neural network based language model personalization by social network crowdsourcing.Tsung-Hsien Wen, Aaron Heidel, Hung-yi Lee, Yu Tsao, Lin-Shan Lee
2013InterspeechSpeaking rate normalization with lattice-based context-dependent phoneme duration modeling for personalized speech recognizers on mobile devices.Ching-feng Yeh, Hung-yi Lee, Lin-Shan Lee
2012ICASSPUnsupervised two-stage keyword extraction from spoken documents by topic coherence and support vector machine.Yun-Nung Chen, Yu Huang, Hung-yi Lee, Lin-Shan Lee
2012ICASSPUtterance-level latent topic transition modeling for spoken documents and its application in automatic summarization.Hung-yi Lee, Yun-Nung Chen, Lin-Shan Lee
2012ICASSPSemantic query expansion and context-based discriminative term modeling for spoken document retrieval.Tsung-wei Tu, Hung-yi Lee, Yu-Yu Chou, Lin-Shan Lee
2012ICASSPRecognition of highly imbalanced code-mixed bilingual speech with frame-level language detection based on blurred posteriorgram.Ching-feng Yeh, Aaron Heidel, Hung-yi Lee, Lin-Shan Lee
2012InterspeechOpen-Vocabulary Retrieval of Spoken Content with Shorter/Longer Queries Considering Word/Subword-based Acoustic Feature Similarity.Hung-yi Lee, Po-wei Chou, Lin-Shan Lee
2012InterspeechSupervised Spoken Document Summarization jointly Considering Utterance Importance and Redundancy by Structured Support Vector Machine.Hung-yi Lee, Yu-Yu Chou, Yow-Bang Wang, Lin-Shan Lee
2012InterspeechInteractive Spoken Content Retrieval with Different Types of Actions Optimized By a Markov Decision Process.Tsung-Hsien Wen, Hung-yi Lee, Lin-Shan Lee
2011ASRUImproved spoken term detection using support vector machines with acoustic and context features from pseudo-relevance feedback.Tsung-wei Tu, Hung-yi Lee, Lin-Shan Lee
2011ICASSPImproved spoken term detection with graph-based re-ranking in feature space.Yun-Nung Chen, Chia-Ping Chen, Hung-yi Lee, Chun-an Chan, Lin-Shan Lee
2011ICASSPImproved spoken term detection using support vector machines based on lattice context consistency.Hung-yi Lee, Tsung-wei Tu, Chia-Ping Chen, Chao-Yu Huang, Lin-Shan Lee
2010ICASSPAn initial attempt to improve spoken term detection by learning optimal weights for different indexing features.Yu-Hui Chen, Chia-Chen Chou, Hung-yi Lee, Lin-Shan Lee
2010ICASSPIntegrating recognition and retrieval with user feedback: A new framework for spoken term detection.Hung-yi Lee, Lin-Shan Lee
2010InterspeechImproved spoken term detection by feature space pseudo-relevance feedback.Chia-Ping Chen, Hung-yi Lee, Ching-feng Yeh, Lin-Shan Lee
2010InterspeechImproved spoken term detection by discriminative training of acoustic models based on user relevance feedback.Hung-yi Lee, Chia-Ping Chen, Ching-feng Yeh, Lin-Shan Lee
2009ASRUSpoken term detection from bilingual spontaneous speech using code-switched lattice-based structures for words and subword units.Hung-yi Lee, Yueh-Lien Tang, Hao Tang, Lin-Shan Lee
2009ICASSPImproved lattice-based spoken document retrieval by directly learning from the evaluation measures.Chao-Hong Meng, Hung-yi Lee, Lin-Shan Lee