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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
6302017
Automatic tagging using deep convolutional neural networks
K Choi, G Fazekas, M Sandler
arXiv preprint arXiv:1606.00298, 2016
4262016
Transfer learning for music classification and regression tasks
K Choi, G Fazekas, M Sandler, K Cho
arXiv preprint arXiv:1703.09179, 2017
2942017
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, ...
1752015
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
1622012
Text-Based LSTM networks for Automatic Music Composition.
K Choi, G Fazekas, M Sandler
arXiv preprint arXiv:1604.05358, 2016
1412016
A tutorial on deep learning for music information retrieval
K Choi, G Fazekas, K Cho, M Sandler
arXiv preprint arXiv:1709.04396, 2017
1292017
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
792018
SAFE: A system for extraction and retrieval of semantic audio descriptors
R Stables, S Enderby, B De Man, G Fazekas, JD Reiss
732014
The Studio Ontology Framework.
G Fazekas, MB Sandler
ISMIR, 471-476, 2011
642011
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
Explaining deep convolutional neural networks on music classification
K Choi, G Fazekas, M Sandler
arXiv preprint arXiv:1607.02444, 2016
592016
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
582020
Open Multitrack Testbed
B De Man, M Mora-Mcginity, G Fazekas, JD Reiss
AES Convention, 2014
562014
Knowledge Representation Issues in Musical Instrument Ontology Design.
S Kolozali, G Fazekas, M Barthet, MB Sandler
ISMIR, 465-470, 2011
562011
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
522018
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
522018
The internet of musical things ontology
L Turchet, F Antoniazzi, F Viola, F Giunchiglia, G Fazekas
Journal of Web Semantics 60, 100548, 2020
502020
An Ontology for Audio Features.
A Allik, G Fazekas, MB Sandler
ISMIR, 73-79, 2016
442016
Realising a layered digital library: exploration and analysis of the live music archive through linked data
KR Page, S Bechhofer, G Fazekas, DM Weigl, T Wilmering
Proceedings of the 17th ACM/IEEE-CS Joint Conference on Digital Libraries …, 2017
40*2017
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Articles 1–20