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Sergi Pérez Castaños
Sergi Pérez Castaños
Machine Learning Engineer at Tyris AI | PhD Student, Universitat de València
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Acoustic scene classification with squeeze-excitation residual networks
J Naranjo-Alcazar, S Perez-Castanos, P Zuccarello, M Cobos
IEEE Access 8, 112287-112296, 2020
452020
A comparative analysis of residual block alternatives for end-to-end audio classification
J Naranjo-Alcazar, S Perez-Castanos, I Martin-Morato, P Zuccarello, ...
IEEE Access 8, 188875-188882, 2020
19*2020
Open set audio classification using autoencoders trained on few data
J Naranjo-Alcazar, S Perez-Castanos, P Zuccarello, F Antonacci, ...
Sensors 20 (13), 3741, 2020
162020
Anomalous Sound Detection using Unsupervised and Semi-Supervised Autoencoders and Gammatone Audio Representation
S Perez-Castanos, J Naranjo-Alcazar, P Zuccarello, M Cobos
Proceedings of the Detection and Classification of Acoustic Scenes and …, 2020
152020
Cnn depth analysis with different channel inputs for acoustic scene classification
S Perez-Castanos, J Naranjo-Alcazar, P Zuccarello, M Cobos, FJ Ferri
arXiv preprint arXiv:1906.04591, 2019
142019
An open-set recognition and few-shot learning dataset for audio event classification in domestic environments
J Naranjo-Alcazar, S Perez-Castanos, P Zuccarello, AM Torres, JJ Lopez, ...
Pattern Recognition Letters 164, 40-45, 2022
122022
Listen carefully and tell: an audio captioning system based on residual learning and gammatone audio representation
S Perez-Castanos, J Naranjo-Alcazar, P Zuccarello, M Cobos
Proceedings of the Detection and Classification of Acoustic Scenes and …, 2020
122020
Task 3 DCASE 2020: Sound Event Localization and Detection using Residual Squeeze-Excitation CNNs
J Naranjo-Alcazar, S Perez-Castanos, J Ferrandis, P Zuccarello, M Cobos, ...
11*
Squeeze-excitation convolutional recurrent neural networks for audio-visual scene classification
J Naranjo-Alcazar, S Perez-Castanos, A Lopez-Garcia, P Zuccarello, ...
arXiv preprint arXiv:2107.13180, 2021
42021
Task 6 DCASE 2020: Listen Carefully and Tell: An Audio Captioning System based on Residual Learning and Gammatone Audio Representation
J Naranjo-Alcazar, S Perez-Castanos, P Zuccarello, M Cobos
Tech. Rep., DCASE2020 Challenge, 2020
42020
Task 1 DCASE 2020: ASC with Mismatch Devices and Reduced Size Model using Residual Squeeze-Excitation CNNs
J Naranjo-Alcazar, S Perez-Castanos, P Zuccarello, M Cobos
DCASE2020 Challenge, Tech. Rep, 2020
42020
Task 1A DCASE 2021: Acoustic scene classification with mismatch-devices using squeeze-excitation technique and low-complexity constraint
J Naranjo-Alcazar, S Perez-Castanos, M Cobos, FJ Ferri, P Zuccarello
arXiv preprint arXiv:2107.14658, 2021
32021
Task 1B DCASE 2021: Audio-visual scene classification with squeeze-excitation convolutional recurrent neural networks
J Naranjo-Alcazar, S Perez-Castanos, M Cobos, FJ Ferri, P Zuccarello
DCASE2021 Challenge, Tech. Rep, 2021
22021
TASK3 DCASE2021 Challenge: sound event localization and detection using squeeze-excitation residual CNNs
J Naranjo-Alcazar, S Perez-Castanos, P Zuccarello, FJ Ferri, M Cobos
arXiv preprint arXiv:2107.14561, 2021
12021
Holistic Production Overview: Using XAI for Production Optimization
S Perez-Castanos, A Prieto-Roig, D Monzo, J Colomer-Barbera
Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and …, 2023
2023
Industrial Asset Management and Secure Sharing for an XAI Manufacturing Platform
S Reji, J Hetterich, S Pitsios, V Gkolemi, S Perez-Castanos, M Pertselakis
2023 IEEE International Conference on Engineering, Technology and Innovation …, 2023
2023
Towards Explainable AI Validation in Industry 4.0: A Fuzzy Cognitive Map-based Evaluation Framework for Assessing Business Value
Z Dikopoulou, E Lavasa, S Perez-Castanos, D Monzo, S Moustakidis
2023 IEEE International Conference on Engineering, Technology and Innovation …, 2023
2023
Acoustic Scene Classification With Squeeze-Excitation Residual Networks
S PEREZ-CASTANOS, P ZUCCARELLO
Task 2 DCASE 2020: Anomalous Sound Detection using Unsupervised and Semi-Supervised Autoencoders and Gammatone Audio Representation
J Naranjo-Alcazar, S Perez-Castanos, P Zuccarello, M Cobos
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