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6.8620[J] Spoken Language Processing
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Not offered academic year 2026-2027Graduate (Spring)
(Same subject as HST.728[J])
Prereq: 6.3000 and 6.3900
Units: 3-1-8
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Introduces the rapidly developing field of spoken language processing including automatic speech recognition. Topics include acoustic theory of speech production, acoustic-phonetics, signal representation, acoustic and language modeling, search, hidden Markov modeling, neural networks models, end-to-end deep learning models, and other machine learning techniques applied to speech and language processing topics. Lecture material intersperses theory with practice. Includes problem sets, laboratory exercises, and open-ended term project.
J. R. Glass