Please see the group publications page for my up-to-date computational biology papers...

Publications:

  1. Leo J. Lee, Hagai Attias, Li Deng and Paul Fieguth (2005), "Variational methods for learning and inference in switching state space models - A comparative study", (in preparation) to be submitted to Journal of Machine Learning Research.
  2. Nezamoddin N. Kachouie, Leo J. Lee and Paul Fieguth (2005), "A Probabilistic Living Cell Segmentation Model", to appear in Proc. IEEE Int. Conf. Image Processing.
  3. Leo J. Lee, Li Deng, Hagai Attias, and Paul Fieguth (2004), "Variational Inference and Learning for Switching State Space Models of Hidden Speech Dynamics", submitted to IEEE Trans. Signal Processing.
  4. Li Deng, Leo J. Lee, Hagai Attias and Alex Acero (2004), "Adaptive Kalman Filtering and Smoothing for Tracking Vocal Tract Resonances Using a Continuous-Valued Hidden Dynamic Model", submitted to IEEE Trans. Speech Audio Processing.
  5. Leo J. Lee, Hagai Attias, Li Deng and Paul Fieguth (2004), "A multimodal variational approach to learning and inference in switching state space models", Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, vol. 5, pp. 505-508, Montreal.
  6. Li Deng, Leo J. Lee, Hagai Attias and Alex Acero (2004), "Structured speech modeling for tracking vocal tract resonance dynamics and for speech recognition", Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, vol. 1, pp. 557-560, Montreal.
  7. Michael Jamieson, Paul Fieguth and Leo J. Lee (2003), "Parametric Contour Estimation by Simulated Annealing", Proc. IEEE Int. Conf. Image Processing, vol. 3, pp. 449-452, Barcelona, Spain.
  8. Leo J. Lee, Hagai Attias and Li Deng (2003), "Variational Inference and Learning for Segmental Switching State Space Models of Hidden Speech Dynamics", Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, vol. 1, pp. 920-923, Hongkong.
  9. Leo J. Lee, Paul Fieguth and Li Deng (2001), "A Functional Articulatory Dynamic Model for Speech Production", Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, vol. 1, pp. 797-800, Salt Lake City.
  10. Leo J. Lee and Paul Fieguth (2001), "Formant Tracking in Speech Spectrograms by Dynamic Contours", Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, pp. 4021, Salt Lake City.
  11. Leo J. Lee, Jianwu Dang and Li Deng (1999), "A Computational Model for 2D Articulation: Speech Production with Potential Use in Recognition", Proc. XIVth Int. Congress Phonetic Sciences, San Francisco, pp. 2529-2532.