Computational models and deep learning algorithms for auditory perception and processing. Topics include auditory scene analysis, pitch analysis, sound localization, speech and music processing (enhancement, segregation, recognition), modeling of the auditory system, and temporal pattern processing.
"Computational Auditory Scene Analysis: Principles, Algorithms, and Applications," Edited by DeLiang Wang and Guy J. Brown, Wiley/IEEE Press, 2006.
These are in PDF format, listed in the order of coverage in class.