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School of Electronic Engineering and Computer Science

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Dr Emmanouil Benetos

Emmanouil

RAEng Research Fellow

Email: emmanouil.benetos@qmul.ac.uk
Telephone: +44 20 7882 6206
Room Number: Engineering, Eng 400
Website: http://www.eecs.qmul.ac.uk/~emmanouilb
Office Hours: Tuesday 10:00-11:00

Teaching

Signals and Information (Undergraduate)

This first year module introduces the fundamentals of signals, Fourier Series, information theory and signal statistics. Topics covered include: signal fundamentals such as discrete versus continuous time signals; signal average, energy and power; orthogonality; Fourier Series. The module also provides an introduction to information theory, including the information measure, entropy and the binary symmetric channel. Basic ideas in statistics will also be introduced. It will be taught by a combination of lectures, tutorials and labs.

Research

Research Interests:

  • Music signal processing and music information retrieval (automatic music transcription, multi-pitch detection, instrument identification, onset detection)
  • Computational sound scene analysis (sound event detection, sound scene recognition)
  • Machine learning for audio processing (probabilistic latent variable models, spectrogram factorization methods, machine/deep learning for sequential data)
  • Computational musicology and music language modelling (symbolic music processing, computational analysis of music archives, computational ethnomusicology, integrating audio/symbolic models)

Publications

For a complete list of publications click here.

Publications

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