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2020 – today
- 2023
[c5]Zoumpolia Dikopoulou, Eleni Lavasa
, Sergi Perez-Castanos, David Monzo, Serafeim P. Moustakidis:
Towards Explainable AI Validation in Industry 4.0: A Fuzzy Cognitive Map-based Evaluation Framework for Assessing Business Value. ICE/ITMC 2023: 1-9- [c4]Sangeetha Reji, Jonas Hetterich, Stamatis Pitsios, Vasilis Gkolemi, Sergi Perez-Castanos, Minas Pertselakis:
Industrial Asset Management and Secure Sharing for an XAI Manufacturing Platform. ICE/ITMC 2023: 1-7 - 2022
- [j4]Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Ana M. Torres, José J. López, Francesc J. Ferri, Maximo Cobos:
An Open-Set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic Environments. Pattern Recognit. Lett. 164: 40-45 (2022) - 2021
- [c3]Javier Naranjo-Alcazar, Sergi Perez-Castanos, Maximo Cobos, Francesc J. Ferri, Pedro Zuccarello:
Squeeze-Excitation Convolutional Recurrent Neural Networks for Audio-Visual Scene Classification. DCASE 2021: 16-20 - [i10]Javier Naranjo-Alcazar, Sergi Perez-Castanos, Aarón López-García, Pedro Zuccarello, Maximo Cobos, Francesc J. Ferri:
Squeeze-Excitation Convolutional Recurrent Neural Networks for Audio-Visual Scene Classification. CoRR abs/2107.13180 (2021) - [i9]Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Francesc J. Ferri, Maximo Cobos:
TASK3 DCASE2021 Challenge: Sound event localization and detection using squeeze-excitation residual CNNs. CoRR abs/2107.14561 (2021) - [i8]Javier Naranjo-Alcazar, Sergi Perez-Castanos, Maximo Cobos, Francesc J. Ferri, Pedro Zuccarello:
Task 1A DCASE 2021: Acoustic Scene Classification with mismatch-devices using squeeze-excitation technique and low-complexity constraint. CoRR abs/2107.14658 (2021) - 2020
- [j3]Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Maximo Cobos:
Acoustic Scene Classification With Squeeze-Excitation Residual Networks. IEEE Access 8: 112287-112296 (2020) - [j2]Javier Naranjo-Alcazar, Sergi Perez-Castanos, Irene Martín-Morató, Pedro Zuccarello, Francesc J. Ferri, Maximo Cobos:
A Comparative Analysis of Residual Block Alternatives for End-to-End Audio Classification. IEEE Access 8: 188875-188882 (2020) - [j1]Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Fabio Antonacci, Maximo Cobos:
Open Set Audio Classification Using Autoencoders Trained on Few Data. Sensors 20(13): 3741 (2020) - [c2]Sergi Perez-Castanos, Javier Naranjo-Alcazar, Pedro Zuccarello, Maximo Cobos:
Anomalous Sound Detection using Unsupervised and Semi-Supervised Autoencoders and Gammatone Audio Representation. DCASE 2020: 145-149 - [c1]Sergi Perez-Castanos, Javier Naranjo-Alcazar, Pedro Zuccarello, Maximo Cobos:
Listen Carefully and Tell: An Audio Captioning System Based on Residual Learning and Gammatone Audio Representation. DCASE 2020: 150-154 - [i7]Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Maximo Cobos:
An Open-set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic Environments. CoRR abs/2002.11561 (2020) - [i6]Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Maximo Cobos:
On the performance of different excitation-residual blocks for Acoustic Scene Classification. CoRR abs/2003.09284 (2020) - [i5]Javier Naranjo-Alcazar, Sergi Perez-Castanos, Jose Ferrandis, Pedro Zuccarello, Maximo Cobos:
Sound Event Localization and Detection using Squeeze-Excitation Residual CNNs. CoRR abs/2006.14436 (2020) - [i4]Sergi Perez-Castanos, Javier Naranjo-Alcazar, Pedro Zuccarello, Maximo Cobos:
Anomalous Sound Detection using unsupervised and semi-supervised autoencoders and gammatone audio representation. CoRR abs/2006.15321 (2020) - [i3]Sergi Perez-Castanos, Javier Naranjo-Alcazar, Pedro Zuccarello, Maximo Cobos:
Listen carefully and tell: an audio captioning system based on residual learning and gammatone audio representation. CoRR abs/2006.15406 (2020)
2010 – 2019
- 2019
- [i2]Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Maximo Cobos:
DCASE 2019: CNN depth analysis with different channel inputs for Acoustic Scene Classification. CoRR abs/1906.04591 (2019) - [i1]Javier Naranjo-Alcazar, Sergi Perez-Castanos, Irene Martín-Morató, Pedro Zuccarello, Maximo Cobos:
On the performance of residual block design alternatives in convolutional neural networks for end-to-end audio classification. CoRR abs/1906.10891 (2019)
Coauthor Index
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