Ph. D. University of Waterloo 1994: minimum complexity neural networks. NORTEL Speech Research Lab, Montreal, 1994-1999 (speech recognition acoustic modeling, language modeling, phonetic confidence estimation) AAST: Teaching neural networks, machine learning, DSP, image processing and pattern recognition courses. current research: using machine learning in time series forecasting, secure computing, large-scale image retrieval, deep neural networks and NLP.
Machine Learning, Pattern Recognition and Neural Networks
Speech Recognition, Statistical Modeling