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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
4942017
Automatic tagging using deep convolutional neural networks
K Choi, G Fazekas, M Sandler
arXiv preprint arXiv:1606.00298, 2016
3532016
Transfer learning for music classification and regression tasks
K Choi, G Fazekas, M Sandler, K Cho
arXiv preprint arXiv:1703.09179, 2017
2212017
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, ...
1412015
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
1362012
Text-Based LSTM networks for Automatic Music Composition.
K Choi, G Fazekas, M Sandler
arXiv preprint arXiv:1604.05358, 2016
1112016
A tutorial on deep learning for music information retrieval
K Choi, G Fazekas, K Cho, M Sandler
arXiv preprint arXiv:1709.04396, 2017
982017
SAFE: A System for Extraction and Retrieval of Semantic Audio Descriptors
R Stables, S Enderby, B De Man, G Fazekas, JD Reiss
632014
The Studio Ontology Framework.
G Fazekas, MB Sandler
ISMIR, 471-476, 2011
582011
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
562018
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
562010
Open Multitrack Testbed
B De Man, M Mora-Mcginity, G Fazekas, JD Reiss
AES Convention, 2014
522014
Knowledge Representation Issues in Musical Instrument Ontology Design.
S Kolozali, G Fazekas, M Barthet, MB Sandler
ISMIR, 465-470, 2011
512011
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
462018
Explaining deep convolutional neural networks on music classification
K Choi, G Fazekas, M Sandler
arXiv preprint arXiv:1607.02444, 2016
462016
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
422018
An Ontology for Audio Features.
A Allik, G Fazekas, MB Sandler
ISMIR, 73-79, 2016
372016
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
342020
Genre-adaptive semantic computing and audio-based modelling for music mood annotation
P Saari, G Fazekas, T Eerola, M Barthet, O Lartillot, M Sandler
IEEE Transactions on Affective Computing 7 (2), 122-135, 2015
342015
Hybrid music recommender using content-based and social information
P Chiliguano, G Fazekas
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
332016
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Articles 1–20