publications

2026

  1. Interspeech
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    Formant-Guided Speech Repair for Enhanced Comprehension of Dysarthric Speech
    Xin-Yu Chen, Jing-Tong Tzeng, Carlos Busso, and 1 more author
    In Proceedings of Interspeech, 2026
    PDF Code
  2. Early hypoxia prediction in diseased patients via wheezing sounds in respiration: a prospective cohort study
    Chun-Hsiang Huang, Cheng-Yi Fan, Chi-Hsin Chen, and 8 more authors
    Frontiers in Medicine, 2026
  3. EMBC
    Alignment of Deep Neural Representations and Radiomics for Improved Kidney Tumor Classification
    I-Chun Tsai, Hsi-Yu Ho, Huan-Yu Chen, and 5 more authors
    In IEEE Engineering in Medicine and Biology Society (EMBC), 2026

2025

  1. TASLP
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    Joint Learning using Mixture-of-Expert-Based Representation for Speech Enhancement and Robust Emotion Recognition
    Jing-Tong Tzeng, Carlos Busso, and Chi-Chun Lee
    IEEE Transactions on Audio, Speech and Language Processing, 2025
    PDF Code
  2. ASRU
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    Personalized Federated Learning with Fuzzy Clustering for Dysarthric Speech Recognition
    Jie-Shiang Yang, Jing-Tong Tzeng, and Chi-Chun Lee
    In IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 2025
    PDF Code
  3. Interspeech
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    Lessons Learnt: Revisit Key Training Strategies for Effective Speech Emotion Recognition in the Wild
    Jing-Tong Tzeng, Bo-Hao Su, Ya-Tse Wu, and 2 more authors
    In Proceedings of Interspeech, 2025
    PDF Code
  4. ICASSP
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    Mask Augmentation For Tumor Classification In Medical Images
    Chun-Chieh Weng, Huan-Yu Chen, Jing-Tong Tzeng, and 3 more authors
    In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
    PDF
  5. ICASSP
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    Noise-Robust Speech Emotion Recognition Using Shared Self-Supervised Representations with Integrated Speech Enhancement
    Jing-Tong Tzeng, Seong-Gyun Leem, Ali N Salman, and 2 more authors
    In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
    PDF
  6. ICASSP
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    Valve Token Masked Autoencoder for Missing Recordings on Cardiac Abnormality Classification
    An-Yan Chang, Jing-Tong Tzeng, Huan-Yu Chen, and 3 more authors
    In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
    PDF
  7. JMIR AI
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    Improving the Robustness and Clinical Applicability of Automatic Respiratory Sound Classification Using Deep Learning–Based Audio Enhancement: Algorithm Development and Validation
    Jing-Tong Tzeng, Jeng-Lin Li, Huan-Yu Chen, and 5 more authors
    Journal of Medical Internet Research Artificial Intelligence (JMIR AI), 2025
    PDF Website

2024

  1. npj Prim.
    The unreliability of crackles: insights from a breath sound study using physicians and artificial intelligence
    Chun-Hsiang Huang, Chi-Hsin Chen, Jing-Tong Tzeng, and 5 more authors
    npj Primary Care Respiratory Medicine, 2024
    PDF
  2. ICASSP
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    GaP-Aug: Gamma Patch-Wise Correction Augmentation Method for Respiratory Sound Classification
    An-Yan Chang, Jing-Tong Tzeng, Huan-Yu Chen, and 4 more authors
    In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024
    PDF