Areas of interest
- Musical Signal Processing – Musical Feature Extraction – Music Piece Description
- Machine Learning – Pattern Recognition
- Text Classification/Clustering
- Non-Linear Control
- Functional – Harmonic Analysis
Aggelos Gkiokas has been working at the Institute for Language and Speech Processing / R.C. “Athena” since 2001. In the past, he worked at Natural Language and Knowledge Extraction Department and at the Quality Control Office. Since 2007 he has been working at Voice and Sound Technology Department. He has participated in a number of R&D projects, services and products, e.g. "Tr-Aid" , "Information Retrieval System of ILSP / R.C Athena" ,"eClassify", "VEMUS".
He graduated from the School of Electrical and Computer Engineering – N.T.U.A (field of Electronics and Systems) in 2006. Since 2007 he is a PhD Student at the School of Electrical and Computer Engineering – N.T.U.A in the research field of Musical Signal Processing, High Level Musical Feature Extraction and Music Description. He also holds a postgraduate degree of “Applied Mathematical Sciences” at the School of Applied Mathematical and Physical Science – N.T.U.A. (field of Analysis).
Best performing algorithm submission in MIREX 2010 and 2011 for the Audio Tempo Estimation task.
Gkiokas, A., Katsouros, V. & Carayannis, G. (2012). Recuding Tempo Octave Errors by Periodicity Vector Coding and SVM Learning. In Proceedings of the 13th International Conference on Music Information Retrieval. Porto, Portugal. [...]
Gkiokas, A., Papavassiliou, V., Katsouros, V. & Carayannis, G. (2012). Deploying Nonlinear Image Filters to Spectrogram for Harmonic/Percussive Separation. In 15th International Conference on Digital Audio Effects. York, UK. [...]
Gkiokas, A., Katsouros, V., Carayannis, G. & Stafylakis, T. (2012). Music Tempo Estimation and Beat Tracking by Applying Source Separation and Metrical Relations. In Proceedings of the 37th IEEE International Conference on Acoustics, Speech and Signal Processing. Kyoto, Japan. [...]
Gkiokas, A., Katsouros, V. & Carayannis, G. (2010). Tempo Induction Using Filterbank Analysis and Tonal Features. In Proceedings of the 11th International Conference on Music Information Retrieval. Utrecht, Netherlands. [...]
Gkiokas, A. (2010). Input-to-State Stability of Nonlinear Systems. Master Thesis. [...]
Gkiokas, A. (2008). Real-Time Detection and Visualization of Clarinet Bad Sounds. In Proceedings of the 11th Digital Audio Effects Conference (DAFX08). Espoo, Finland. [...]
Gkiokas, A., Demiros, I. & Piperidis, S. (2006). An Analysis of Linear Weight Updating Algorithms for Text Classification. In Proceedings of the 4th Hellenic Conference on Artificial Intelligence (SETN 06). Athens Greece. [...]
Papageorgiou, H., Antonopoulos, V., Demiros, I. & Gkiokas, A. (2006). Thematic Classification and Intelligent Indexing of Broadcast News Using Speech Recognition and Image Analysis. In Proceedings of the 4th European Interactive TV Conference (EuroITV 2006). Athens Greece. [...]