Dissertations of My Postgraduate Students

PhD Dissertation

    1. Xiaoquan KE, 2024, "Automatic Selection of Spoken Language Biomarkers for Dementia Detection", PhD Dissertation, The Hong Kong Polytechnic University.

    2. Youzhi TU, 2022, "Deep Speaker Embedding for Robust Speaker Verification", PhD Dissertation, The Hong Kong Polytechnic University.

    3. Weiwei LIN, 2020, "Robust Speaker Recognition using Deep Neural Networks", PhD Dissertation, The Hong Kong Polytechnic University.

    4. Shensheng XU, 2019, "The Applications of Deep Learning in Automatic ECG Classification", PhD Dissertation, The Hong Kong Polytechnic University.

    5. Zhili TAN, 2018, "The Applications of Deep Learning in Robust Speaker Recognition," PhD Dissertation, The Hong Kong Polytechnic University.

    6. Wei RAO, 2015, "Utterance Partitioning for Supervector and I-Vector Speaker Verification," PhD Dissertation, The Hong Kong Polytechnic University.

    7. S.B. Wan, 2014, "Protein Subcellular Localization: Gene Ontology Based Machine Learning Approaches," PhD Dissertation, The Hong Kong Polytechnic University.

    8. K.K. Yiu. 2005, "Feature and Model Transformation Techniques for Robust Speaker Verification," PhD Dissertation, The Hong Kong Polytechnic University.
       
    9. KU, K.W.C. 1999, "On the Combination of Local and Evolutionary Search for Training Recurrent Neural Networks," PhD Dissertation, The Hong Kong Polytechnic University.
MPhil Dissertation
    1. LI, L.X. (2019), "Semi-supervised and Adversarial Domain Adaptation for Speaker Recognition", MPhil Dissertation, The Hong Kong Polytechnic University.

    2. YU, H. B. (2012), "Voice Activity Detection for NIST Speaker Recognition Evaluations", MPhil Dissertation, The Hong Kong Polytechnic University.
       
    3. WANG, W. (2011), "Fast Subcellular Localization by Extracting Informative Regions of Protein Sequence for Profile Alignment", MPhil Dissertation, The Hong Kong Polytechnic University.
       
    4. ZHANG, S.X. (2008), "Articulatory-Feature Based Pronunciation Modeling for High-Level Speaker Verification", MPhil Dissertation, The Hong Kong Polytechnic University. (This dissertation received the IEEE Hong Kong Signal Processing Postgraduate Forum Best Paper Award and the HKPolyU Engineering Faculty Merit Award in Technical Content)
       
    5. CHEUNG, M.C. (2005), "Sensor Fusion for Audio-Visual Biometric Authentication," MPhil Dissertation, The Hong Kong Polytechnic University.
       
    6. YIU, K.K. (2000), "Speaker Verification Based on Probabilistic Neural Networks with A Priori Decision Thresholds," MPhil Dissertation, The Hong Kong Polytechnic University.
       
    7. LU, Y.L. (1996), "Improved Recurrent Learning Algorithms and Their Applications," MPhil Dissertation, The Hong Kong Polytechnic University.
MSc Dissertations
  1. JIN Z.Z. (2022) "Speech and Speaker Recognition with Limited Data Resources", MSc Dissertation, The Hong Kong Polytechnic University.

  2. QIU H. (2022) "Self-supervised Domain Adversarial Network for Mandarin Speaker Verification", MSc Dissertation, The Hong Kong Polytechnic University.

  3. GAO, Z.K. (2022) "UNet-DenseNet for Robust Far-Field Speaker Verification", MSc Dissertation, The Hong Kong Polytechnic University.

  4. OUYANG, H. (2021) "Multi-Source Domain Adaptation via Domain Adversarial Neural Networks for Xvector-based Speaker Recognition", MSc Dissertation, The Hong Kong Polytechnic University.

  5. MA, J.Z. (2021) "Deep Speaker Embedding for Far-Field Speaker Recognition", MSc Dissertation, The Hong Kong Polytechnic University.

  6. HUNG, W.F. (2019) "Multitask Deep Learning for Recognizing Gender and Emotion from Speech Signals", MSc Dissertation, The Hong Kong Polytechnic University.

  7. YAO, Q. (2018), "SNR-Invariant Deep Neural Networks Using Multi-Task Learning for Robust I-Vector Speaker Verification , MSc Dissertation, The Hong Kong Polytechnic University.

  8. SUN. D. (2016), "Classifier-Driven PLDA Mixture Models for Robust Speaker Verification", MSc Dissertation, The Hong Kong Polytechnic University.

  9. NG, F.H. (2016), "Investigation of SNR-Dependent mixture of PLDA and its fast scoring methods", MSc Dissertation, The Hong Kong Polytechnic University.

  10. LIN, W.W. (2016), "Fast Scoring For PLDA with Uncertainty Propagation", MSc Dissertation, The Hong Kong Polytechnic University.

  11. PANG, X.M. (2014), "Fusion of SNR-Dependent PLDA Models for Noise Robust Speaker Verification", MSc Dissertation, The Hong Kong Polytechnic University.

  12. TANG, J. (2011), "On the Data Imbalance Problem in SVM-Based Subcellular Localization", MSc Dissertation, The Hong Kong Polytechnic University.

  13. CHUNG S.L. (2005), "Prediction of Hang Sang Index (HSI) Blue Chips: A Neural Network Approach", MSc Dissertation, The Hong Kong Polytechnic University.

  14. CHEUNG M.Y. (2001), "Decision Strategies for Robust Speaker Verification," MSc Dissertation, The Hong Kong Polytechnic University.

  15. WOO, C.W. (2000), "Text-Dependent Speaker Verification with Hidden Markov Models," MSc Dissertation, The Hong Kong Polytechnic University.

  16. YEUN, C.L. (1999), "RASTA Channel Compensation for Speaker Verification System," MSc Dissertation, The Hong Kong Polytechnic University.

  17. HO, S.K. (1999), "Advanced Time-Frequency Analysis For Speech Processing," MSc Dissertation, The Hong Kong Polytechnic University.

  18. WONG, C.K. (1998), "Text-Independent Speaker Verification Based on Vector Quantization," MSc Dissertation, The Hong Kong Polytechnic University.

  19. LAM, C.L. (1998), "Evaluation of Feature Extraction Methods for Speaker Verification," MSc Dissertation, The Hong Kong Polytechnic University.

  20. PANG, T.H. (1998), "Speaker Verification using Optimized Radial Basis Function Networks," MSc Dissertation, The Hong Kong Polytechnic University.

  21. YUEN, S.K. (1997), "Variable Rate Code Excited Linear Predictive Coding of Speech," MSc Dissertation, The Hong Kong Polytechnic University.

  22. WONG, C.B. (1997), "A Text-Independent Speaker Verification System based on Gaussian Mixture Speaker Models," MSc Dissertation, The Hong Kong Polytechnic University.

  23. MA, W.H. (1997), "A Study of Conjugate Gradient Recurrent Network on Time Series Problems," MSc Dissertation, The Hong Kong Polytechnic University.

  24. CHOW, K.W. (1996), "Using Genetic Algorithms for Searching Radial Basis Function Centers," MSc Dissertation, The Hong Kong Polytechnic University.

  25. KO, T.L. (1996), "Investigation of Spatio-Temporal Networks for Temporal Sequence Recognition," MSc Dissertation, The Hong Kong Polytechnic University.

  26. CHANG, W.F. (1995), "A Conjugate Gradient Learning Algorithm for Training Recurrent Neural Networks," MSc Dissertation, The Hong Kong Polytechnic University.

  27. LAI, K.W. (1995), "Optimization of Radial Basis Function Networks for Pattern Classification," MSc Dissertation, The Hong Kong Polytechnic University.

  28. TUNG, C.H. (1995), "A Study of Phoneme Synthesis With Neural Networks," MSc Dissertation, The Hong Kong Polytechnic University.

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