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