Syllabus
The seminary extends the NPFL109 "Digital Sound Processing" lecture. It is devoted to more advanced practical subject and applications such as
-- Remez algorithm for filter design
-- Random signals, noise shaping and dithering. How to quantize signals.
-- Denoising: Kálmán filter, autoencoders.
-- Overcomplete signal representation (Frames) and its use in denoising.
-- ndependent component analysis (ICA) algorithm.
-- Beamforming and sound source location from multiple microphones.
Besides these topics the seminary is open to adapt according to the interests of the students.
Annotation
The goal of the seminary is to show algorithms and practical applications of the theory treated in NPLF109 lectures. It is aimed to the processing of speech, music and other signals.