Aggelos Pikrakis

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	All	Since 2016
Citations	1756	849
h-index	19	12
i10-index	32	14

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Co-authors

Theodoros GiannakopoulosPrincipal Researcher NCSR DemokritosVerified email at iit.demokritos.gr
Siegfried ReichSalzburg ResearchVerified email at salzburgresearch.at
Wendy HallUniversity of Southampton, UKVerified email at ecs.soton.ac.uk
Konstantinos KoutroumbasSenior Researcher, National Observatory of Athens, GreeceVerified email at noa.gr
José-Miguel Díaz-BáñezUniversity of SevilleVerified email at us.es
Nadine KroherMXXVerified email at mxx.ai
Emilia GómezJoint Research Centre, European Commission and Music Technology Group, Universitat Pompeu FabraVerified email at upf.edu
David De RoureProfessor of e-Research, University of OxfordVerified email at oerc.ox.ac.uk
Nikolaos PitropakisLecturer at Edinburgh Napier UniversityVerified email at napier.ac.uk
Costas LambrinoudakisDepartment of Digital Systems, University of PiraeusVerified email at unipi.gr
Yannis KopsinisCEO, LIBRA AI TechnologiesVerified email at libramli.ai
Justin SalamonSenior Research Scientist, Adobe ResearchVerified email at adobe.com
Stelios SfakianakisComputational BioMedicine Laboratory, Institute of Computer Science, FORTHVerified email at ics.forth.gr
Marc LemanProfessor in musicology, Ghent UniversityVerified email at UGent.be
Alexandros PotamianosNational Technical University of AthensVerified email at central.ntua.gr
Giannis KaramanolakisPh.D. Student, Columbia UniversityVerified email at cs.columbia.edu
Emilios CambouropoulosAssociate professor in Music Informatics, Aristotle University of ThessalonikiVerified email at mus.auth.gr
Andre HolzapfelAssistant Professor, Royal Institute of TechnologyVerified email at kth.se
Dionisis CavourasProfessor Emeritus at University of West Attica, Athens, Greece, Dept. of Biomedical Engineering.

Aggelos Pikrakis

Eng., Ph.D., Assistant Professor, Department of Informatics, University of Piraeus, Greece

Verified email at unipi.gr - Homepage

Machine Learning for Audio and Music Signals


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Introduction to Pattern Recognition: A MATLAB Approach S Theodoridis, A Pikrakis, K Koutroumbas, D Cavouras Elsevier Science & Technology, 2010	459	2010
Introduction to pattern recognition: a matlab approach S Theodoridis, A Pikrakis, K Koutroumbas, D Cavouras Academic Press, 2010	459	2010
Introduction to Audio Analysis: a MATLAB® approach T Giannakopoulos, A Pikrakis Academic Press, 2014	244	2014
A dimensional approach to emotion recognition of speech from movies T Giannakopoulos, A Pikrakis, S Theodoridis Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE …, 2009	74	2009
Music meter and tempo tracking from raw polyphonic audio A Pikrakis, I Antonopoulos, S Theodoridis Proceedings of the International Conference on Music Information Retrieval …, 2004	71	2004
Gunshot detection in audio streams from movies by means of dynamic programming and bayesian networks A Pikrakis, T Giannakopoulos, S Theodoridis 2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008	68	2008
A multi-class audio classification method with respect to violent content in movies using bayesian networks T Giannakopoulos, A Pikrakis, S Theodoridis Multimedia Signal Processing, 2007. MMSP 2007. IEEE 9th Workshop on, 90-93, 2007	65	2007
Memoir—an open framework for enhanced navigation of distributed information D De Roure, W Hall, S Reich, G Hill, A Pikrakis, M Stairmand Information processing & management 37 (1), 53-74, 2001	65	2001
A speech/music discriminator of radio recordings based on dynamic programming and bayesian networks A Pikrakis, T Giannakopoulos, S Theodoridis Multimedia, IEEE Transactions on 10 (5), 846-857, 2008	60	2008
Classification of musical patterns using variable duration hidden Markov models A Pikrakis, S Theodoridis, D Kamarotos Audio, Speech, and Language Processing, IEEE Transactions on 14 (5), 1795-1807, 2006	58	2006
Recognition of isolated musical patterns using context dependent dynamic time warping A Pikrakis, S Theodoridis, D Kamarotos Speech and Audio Processing, IEEE Transactions on 11 (3), 175-183, 2003	48	2003
Memoir-software agents for finding similar users by trails A Pikrakis, T Bitsikas, S Sfakianakis, M Hatzopoulos, D DeRoure, W Hall, ... PAAM98-The Third International Conference and Exhibition on The Practical …, 1998	48	1998
Music retrieval by rhythmic similarity applied on greek and african traditional music I Antonopoulos, A Pikrakis, S Theodoridis, O Cornelis, D Moelants, ... Proceedings of the 8th International Conference on Music Information …, 2007	36	2007
A multimodal approach to violence detection in video sharing sites T Giannakopoulos, A Pikrakis, S Theodoridis 2010 20th International Conference on Pattern Recognition, 3244-3247, 2010	29	2010
A computationally efficient speech/music discriminator for radio recordings A Pikrakis, T Giannakopoulos, S Theodoridis 2006 International Conference on Music Information Retrieval and Related …, 2006	27	2006
Chapter 4-audio features T Giannakopoulos, A Pikrakis Introduction to audio analysis, 59-103, 2014	26	2014
Speech-music discrimination: A deep learning perspective A Pikrakis, S Theodoridis 2014 22nd European signal processing conference (EUSIPCO), 616-620, 2014	21	2014
An open framework for collaborative distributed information management D DeRoure, W Hall, S Reich, A Pikrakis, G Hill, M Stairmand Computer networks and ISDN systems 30 (1-7), 624-625, 1998	21	1998
A novel efficient approach for audio segmentation T Giannakopoulos, A Pikrakis, S Theodoridis 2008 19th International Conference on Pattern Recognition, 1-4, 2008	20	2008
Tracking Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings. A Pikrakis, F Gómez, S Oramas, JM Díaz-Báñez, J Mora, ... ISMIR, 421-426, 2012	19	2012

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