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) |