C S X42S Introduction to Speech and Audio Processing
C S 342S Introduction to Speech and Audio Processing 3 Hours
Explore the theory and practice that underlies modern automatic speech recognition (ASR) systems and related technologies. Analyze the acoustic theory of speech production, digital signal processing for speech signals, Hidden Markov Models, Gaussian Mixture Models, language models, finite state transducers, decoding algorithms, and deep neural networks.