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George Fazekas
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Convolutional recurrent neural networks for music classification
K Choi, G Fazekas, M Sandler, K Cho
2017 IEEE International conference on acoustics, speech and signal …, 2017
6722017
Automatic tagging using deep convolutional neural networks
K Choi, G Fazekas, M Sandler
arXiv preprint arXiv:1606.00298, 2016
4542016
Transfer learning for music classification and regression tasks
K Choi, G Fazekas, M Sandler, K Cho
arXiv preprint arXiv:1703.09179, 2017
3122017
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, ...
1832015
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
1702012
Text-Based LSTM networks for Automatic Music Composition.
K Choi, G Fazekas, M Sandler
arXiv preprint arXiv:1604.05358, 2016
1542016
A tutorial on deep learning for music information retrieval
K Choi, G Fazekas, K Cho, M Sandler
arXiv preprint arXiv:1709.04396, 2017
1432017
A comparison of audio signal preprocessing methods for deep neural networks on music tagging
K Choi, G Fazekas, M Sandler, K Cho
2018 26th European Signal Processing Conference (EUSIPCO), 1870-1874, 2018
862018
SAFE: A system for extraction and retrieval of semantic audio descriptors
R Stables, S Enderby, B De Man, G Fazekas, JD Reiss
752014
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
702020
Explaining deep convolutional neural networks on music classification
K Choi, G Fazekas, M Sandler
arXiv preprint arXiv:1607.02444, 2016
652016
The Studio Ontology Framework.
G Fazekas, MB Sandler
ISMIR, 471-476, 2011
652011
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
642010
Open Multitrack Testbed
B De Man, M Mora-Mcginity, G Fazekas, JD Reiss
AES Convention, 2014
592014
Knowledge Representation Issues in Musical Instrument Ontology Design.
S Kolozali, G Fazekas, M Barthet, MB Sandler
ISMIR, 465-470, 2011
582011
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
542018
The internet of musical things ontology
L Turchet, F Antoniazzi, F Viola, F Giunchiglia, G Fazekas
Journal of Web Semantics 60, 100548, 2020
532020
Towards a semantic architecture for the internet of musical things
L Turchet, F Viola, G Fazekas, M Barthet
2018 23rd Conference of Open Innovations Association (FRUCT), 382-390, 2018
532018
MusCaps: Generating Captions for Music Audio
I Manco, E Benetos, E Quinton, G Fazekas
IEEE International Joint Conference on Neural Networks (IJCNN 2021), 2021
472021
An Ontology for Audio Features.
A Allik, G Fazekas, MB Sandler
ISMIR, 73-79, 2016
452016
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