Signal Processing and Machine Learning - Focus area


Signal Processing and Machine Learning

This focus area is aimed at students who are interested in acoustic signal processing, data science, audio, sound field analysis, hearing, speech and music recognition. The courses selected in this focus area provide competences in audio signal processing, machine learning, spatial sound, signal analysis and computational methods in acoustics. These competences prepare you to work in multiple areas, including tech companies, audio industry, communication technology, consumer electronics, information technology and research.

Below are the courses among the Technological Specialization courses you may choose among: 

02471 Machine learning for signal processing 5 point Autumn E1B (Thurs 13-17)
22001 Acoustic signal processing 5 point Autumn E5B (Wed 13-17)
22003 Auditory signal processing and perception 10 point Spring F1 (Mon 8-12, Thurs 13-17)
34860 Advanced acoustics 10 point Spring F2 (Mon 13-17, Thurs 8-12)
34865 Numerical acoustics 5 point January
34867 Acoustic conditions at the Roskilde Festival 5 point Outside schedule structure
34870 Electroacoustic transducers and systems 10 point Autumn E2 (Mon 13-17, Thurs 8-12)

And/or the electives:

02450 Introduction to Machine Learning and Data Mining 5 point Spring F4A (Tues 13-17), Autumn E4A (Tues 13-17)
02456 Deep learning 5 point Autumn E2A (Mon 13-17)