George Fazekas

Cited by

	All	Since 2020
Citations	5240	3347
h-index	34	27
i10-index	100	66

840

420

210

630

201020112012201320142015201620172018201920202021202220232024202515 24 32 68 75 97 185 379 469 505 531 600 589 824 736 59

Public access

View all

84 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Mark SandlerQueen Mary University of LondonVerified email at qmul.ac.uk
Mathieu BarthetSenior Lecturer in Music Informatics, Aix-Marseille Univ CNRS PRISM, Queen Mary University of LondonVerified email at qmul.ac.uk
Keunwoo ChoiGenentechVerified email at gene.com
Simon DixonCentre for Digital Music, Queen Mary University of LondonVerified email at qmul.ac.uk
Thomas WilmeringQueen Mary University of LondonVerified email at qmul.ac.uk
Kyunghyun ChoNew York University, GenentechVerified email at nyu.edu
Charalampos SaitisQueen Mary University of LondonVerified email at qmul.ac.uk
Luca TurchetAssociate Professor, Dept. of Information Engineering and Computer Science, University of TrentoVerified email at unitn.it
Geraint WigginsProfessor of Computational Creativity, Vrije Universiteit Brussel / Queen Mary University of LondonVerified email at vub.ac.be
Joshua D. Reissqueen mary university of londonVerified email at qmul.ac.uk
Emmanouil BenetosQueen Mary University of LondonVerified email at qmul.ac.uk
Elio QuintonUniversal Music GroupVerified email at umusic.com
Mathieu LagrangeCNRS Researcher @ ls2nVerified email at ls2n.fr
Ben HayesQueen Mary University of LondonVerified email at qmul.ac.uk
Johan PauwelsQueen Mary University of LondonVerified email at qmul.ac.uk
Beici LiangEpidemic SoundVerified email at epidemicsound.com
Matthias MauchApple, LondonVerified email at apple.com
Carlo FischioneProfessor, KTH, EECS, Network and Systems EngineeringVerified email at kth.se
Şefki KolozaliLecturer in Embedded and Intelligent Systems, University of EssexVerified email at essex.ac.uk
Ilaria MancoPhD Student, Queen Mary University of LondonVerified email at qmul.ac.uk

George Fazekas

Queen Mary University of London

Verified email at qmul.ac.uk - Homepage

semantic audio music information retrieval semantic web music emotion recognition deep learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Convolutional recurrent neural networks for music classification K Choi, G Fazekas, M Sandler, K Cho IEEE International conference on acoustics, speech and signal processing …, 2017	714	2017
Automatic tagging using deep convolutional neural networks K Choi, G Fazekas, M Sandler 17th International Society for Music Information Retrieval (ISMIR …, 2016	472	2016
Transfer learning for music classification and regression tasks K Choi, G Fazekas, M Sandler, K Cho 18th International Society for Music Information Retrieval Conference (ISMIR …, 2017	326	2017
Computer-aided melody note transcription using the Tony software: Accuracy and efficiency M Mauch, C Cannam, R Bittner, G Fazekas, J Salamon, J Dai, J Bello, ... First International Conference on Technologies for Music Notation and …, 2015	191	2015
Music emotion recognition: From content-to context-based models M Barthet, G Fazekas, M Sandler International Symposium on Computer Music Modeling and Retrieval, 228-252, 2012	173	2012
Text-Based LSTM networks for Automatic Music Composition. K Choi, G Fazekas, M Sandler 1st Conference on Computer Simulation of Musical Creativity, 17 – 19 June …, 2016	162	2016
A tutorial on deep learning for music information retrieval K Choi, G Fazekas, K Cho, M Sandler arXiv preprint arXiv:1709.04396, 2017	151	2017
A comparison of audio signal preprocessing methods for deep neural networks on music tagging K Choi, G Fazekas, M Sandler, K Cho 26th European Signal Processing Conference (EUSIPCO), 1870-1874, 2018	91	2018
The internet of audio things: State of the art, vision, and challenges L Turchet, G Fazekas, M Lagrange, HS Ghadikolaei, C Fischione IEEE internet of things journal 7 (10), 10233-10249, 2020	82	2020
SAFE: A system for extraction and retrieval of semantic audio descriptors R Stables, S Enderby, B De Man, G Fazekas, JD Reiss 15th International Society of Music Information Retrieval (ISMIR) Conference …, 2014	76	2014
The internet of sounds: Convergent trends, insights, and future directions L Turchet, M Lagrange, C Rottondi, G Fazekas, N Peters, J Østergaard, ... IEEE Internet of Things Journal 10 (13), 11264-11292, 2023	74	2023
The Studio Ontology Framework. G Fazekas, MB Sandler ISMIR, 471-476, 2011	67	2011
An overview of semantic web activities in the OMRAS2 project G Fazekas, Y Raimond, K Jacobson, M Sandler Journal of New Music Research 39 (4), 295-311, 2010	66	2010
Explaining deep convolutional neural networks on music classification K Choi, G Fazekas, M Sandler arXiv preprint arXiv:1607.02444, 2016	65	2016
Open Multitrack Testbed B De Man, M Mora-Mcginity, G Fazekas, JD Reiss 37th Convention of the Audio Engineering Society, 7 Oct., Los Angeles, USA, 2014	62	2014
The internet of musical things ontology L Turchet, F Antoniazzi, F Viola, F Giunchiglia, G Fazekas Journal of Web Semantics 60, 100548, 2020	59	2020
Knowledge Representation Issues in Musical Instrument Ontology Design. S Kolozali, G Fazekas, M Barthet, MB Sandler ISMIR, 465-470, 2011	59	2011
The effects of noisy labels on deep convolutional neural networks for music tagging K Choi, G Fazekas, K Cho, M Sandler IEEE Transactions on Emerging Topics in Computational Intelligence 2 (2 …, 2018	58	2018
Contrastive audio-language learning for music I Manco, E Benetos, E Quinton, G Fazekas International Society for Music Information Retrieval (ISMIR), Bengaluru, India, 2022	55	2022
MusCaps: Generating Captions for Music Audio I Manco, E Benetos, E Quinton, G Fazekas IEEE International Joint Conference on Neural Networks (IJCNN 2021), 2021	55	2021

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors