Joint Time Frequency Analysis

4.0 credits

This course covers the general foundations of time-frequency analysis and select applications in audio signal processing. Emphasis is placed on the extension of classical Fourier methods to non-stationary signals, including the short-time Fourier transform, constant Q and wavelet transforms, and associated filter bank models. The second half of the semester will focus on application specific representations including auditory filter banks, and other transforms relevant to the participants interests.