Aggelos Pikrakis

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Sergios TheodoridisNational and Kapodistrian University of Athens, Greece and Aalborg University DenmarkVerified email at di.uoa.gr
Theodoros GiannakopoulosPrincipal Researcher NCSR Demokritos / Director of Machine Learning at Behavioral SignalsVerified email at iit.demokritos.gr
Wendy HallUniversity of Southampton, UKVerified email at ecs.soton.ac.uk
Nadine KroherTime Machine Capital 2Verified email at tmc2.ai
José-Miguel Díaz-BáñezUniversity of SevilleVerified email at us.es
Siegfried ReichSalzburg ResearchVerified email at salzburgresearch.at
Dionisis CavourasProfessor Emeritus, University of West Attica, Athens, Greece, Department of Biomedical Engineering.Verified email at uniwa.gr
Yannis KopsinisCEO, LIBRA AI TechnologiesVerified email at libramli.ai
Emilia GómezJoint Research Centre, European Commission and Music Technology Group, Universitat Pompeu FabraVerified email at upf.edu
Francisco Javier Escobar BorregoCatedrático de Literatura española, Universidad de SevillaVerified email at us.es
Andre HolzapfelAssociate Professor, Royal Institute of TechnologyVerified email at kth.se
Nikolaos PitropakisAssociate Professor of Cyber Security at Edinburgh Napier UniversityVerified email at napier.ac.uk
David De RoureProfessor of e-Research, University of OxfordVerified email at oerc.ox.ac.uk
Justin SalamonSenior Research Scientist, Adobe ResearchVerified email at adobe.com
Stelios SfakianakisComputational BioMedicine Laboratory, Institute of Computer Science, FORTHVerified email at ics.forth.gr
Emilios CambouropoulosProfessor in Music Informatics, Aristotle University of ThessalonikiVerified email at mus.auth.gr
Marc LemanProfessor in musicology, Ghent UniversityVerified email at UGent.be
Alexandros PotamianosNational Technical University of AthensVerified email at central.ntua.gr
Giannis KaramanolakisApplied Scientist, Amazon AGIVerified email at cs.columbia.edu
Elias IosifAssistant Professor, University of NicosiaVerified email at unic.ac.cy

Aggelos Pikrakis

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

Verified email at unipi.gr - Homepage

Machine Learning for Audio/Music/Speech Signals - researcher book author inventor


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Introduction to Pattern Recognition: A MATLAB Approach S Theodoridis, A Pikrakis, K Koutroumbas, D Cavouras Elsevier Science & Technology, 2010	633	2010
Introduction to pattern recognition: a matlab approach S Theodoridis, A Pikrakis, K Koutroumbas, D Cavouras Academic Press, 2010	633	2010
Introduction to audio analysis: a MATLAB® approach T Giannakopoulos, A Pikrakis Academic Press, 2014	441	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	96	2009
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	89	2007
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	80	2008
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	76	2008
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	75	2004
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	71	2006
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	70	2001
Chapter 4-audio features T Giannakopoulos, A Pikrakis Introduction to audio analysis, 59-103, 2014	66	2014
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	54	2003
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	51	2010
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	51	1998
Received signal strength fingerprinting-based indoor location estimation employing machine learning L Polak, S Rozum, M Slanina, T Bravenec, T Fryza, A Pikrakis Sensors 21 (13), 4605, 2021	40	2021
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	38	2007
Deep learning-based indoor localization using multi-view BLE signal A Koutris, T Siozos, Y Kopsinis, A Pikrakis, T Merk, M Mahlig, ... Sensors 22 (7), 2759, 2022	36	2022
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	32	2006
Speech-music discrimination: A deep learning perspective A Pikrakis, S Theodoridis 2014 22nd European signal processing conference (EUSIPCO), 616-620, 2014	27	2014
A novel efficient approach for audio segmentation T Giannakopoulos, A Pikrakis, S Theodoridis 2008 19th International Conference on Pattern Recognition, 1-4, 2008	27	2008

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