Helen Meng

Venues

Frequent coauthors

Papers

1. DualSpeechLM: Towards Unified Speech Understanding and Generation via Dual Speech Token Modeling with Large Language Models
   AAAI 2026 ·

   Yuanyuan Wang

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2. Masked Text-to-Audio Flow-Matching and Reward Feedback Optimization
   ACL 2026 ·

   Rongjie Huang

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3. UniSRM: A Unified Speech Reward Model for Reasoning-Based Fine-grained Assessment
   ACL 2026 ·

   Yuanyuan Wang

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4. ALMTokenizer: A Low-bitrate and Semantic-rich Audio Codec Tokenizer for Audio Language Modeling
   ICML 2025 ·

   Dongchao Yang

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5. Autoregressive Speech Synthesis without Vector Quantization
   ACL 2025 ·

   Lingwei Meng

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6. Can Large Language Models Be Query Optimizer for Relational Databases?
   SIGMOD 2025 ·

   Jie Tan

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7. Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains
   ACL 2025 ·

   Kun Li

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8. Defending Unauthorized Voice Cloning with Watermark-Aware Codecs
   InterSpeech 2025 ·

   Jiankun Zhao

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9. DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model
   InterSpeech 2025 ·

   Xueyuan Chen

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10. Disentangling Speaker and Content in Pre-trained Speech Models with Latent Diffusion for Robust Speaker Verification
    InterSpeech 2025 ·

    Zhe Li

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11. Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution
    ACL 2025 ·

    Kun Li

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12. Incorporating Linguistic Constraints from External Knowledge Source for Audio-Visual Target Speech Extraction
    InterSpeech 2025 ·

    Wenxuan Wu

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13. On the Within-class Variation Issue in Alzheimer's Disease Detection
    InterSpeech 2025 ·

    Jiawen Kang

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14. On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition
    InterSpeech 2025 ·

    Shujie Hu

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15. Optimizing Pause Context in Fine-Tuning Pre-trained Large Language Models for Dementia Detection
    InterSpeech 2025 ·

    Xiaoquan Ke

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16. RAG-Zeval: Enhancing RAG Responses Evaluator through End-to-End Reasoning and Ranking-Based Reinforcement Learning
    EMNLP 2025 ·

    Kun Li

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17. Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching
    ACL 2025 ·

    Xiaoying Zhang

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18. SocialCC: Interactive Evaluation for Cultural Competence in Language Agents
    ACL 2025 ·

    Jincenzi Wu

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19. Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs
    EMNLP 2025 ·

    Dingdong Wang

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20. Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers
    EMNLP 2024 ·

    Tianhua Zhang

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21. COKE: A Cognitive Knowledge Graph for Machine Theory of Mind
    ACL 2024 ·

    Jincenzi Wu

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22. CoLM-DSR: Leveraging Neural Codec Language Modeling for Multi-Modal Dysarthric Speech Reconstruction
    InterSpeech 2024 ·

    Xueyuan Chen

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23. Designing Scaffolding Strategies for Conversational Agents in Dialog Task of Neurocognitive Disorders Screening
    CHI 2024 ·

    Jiaxiong Hu

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24. Empowering Whisper as a Joint Multi-Talker and Target-Talker Speech Recognition System
    InterSpeech 2024 ·

    Lingwei Meng

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25. Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and Recognition
    InterSpeech 2024 ·

    Guinan Li

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26. Large Language Model-based FMRI Encoding of Language Functions for Subjects with Neurocognitive Disorder
    InterSpeech 2024 ·

    Yuejiao Wang

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27. LoRA-MER: Low-Rank Adaptation of Pre-Trained Speech Models for Multimodal Emotion Recognition Using Mutual Information
    InterSpeech 2024 ·

    Yunrui Cai

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28. Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning
    NAACL 2024 ·

    Tianhua Zhang

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29. Natural Language-Assisted Multi-modal Medication Recommendation
    CIKM 2024 ·

    Jie Tan

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30. Parameter-efficient Fine-tuning of Speaker-Aware Dynamic Prompts for Speaker Verification
    InterSpeech 2024 ·

    Zhe Li

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31. Prompting Large Language Models with Mispronunciation Detection and Diagnosis Abilities
    InterSpeech 2024 ·

    Minglin Wu

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32. Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through the Lens of Moral Theories?
    NAACL 2024 ·

    Jingyan Zhou

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33. Seamless Language Expansion: Enhancing Multilingual Mastery in Self-Supervised Models
    InterSpeech 2024 ·

    Jing Xu

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34. Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation
    ACL 2024 ·

    Xiaoying Zhang

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35. SimCalib: Graph Neural Network Calibration Based on Similarity between Nodes
    AAAI 2024 ·

    Boshi Tang

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36. SimpleSpeech: Towards Simple and Efficient Text-to-Speech with Scalar Latent Transformer Diffusion Models
    InterSpeech 2024 ·

    Dongchao Yang

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37. SongCreator: Lyrics-based Universal Song Generation
    NeurIPS 2024 ·

    Shun Lei

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38. Spontaneous Style Text-to-Speech Synthesis with Controllable Spontaneous Behaviors Based on Language Models
    InterSpeech 2024 ·

    Weiqin Li

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39. Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask
    InterSpeech 2024 ·

    Tianzi Wang

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40. UniAudio 1.5: Large Language Model-Driven Audio Codec is A Few-Shot Audio Task Learner
    NeurIPS 2024 ·

    Dongchao Yang

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41. UniAudio: Towards Universal Audio Generation with Large Language Models
    ICML 2024 ·

    Dongchao Yang

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