Sergi Perez-Castanos

19 papers Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2023 — conf
Industrial Asset Management and Secure Sharing for an XAI Manufacturing Platform.
ICE/ITMC
Sangeetha Reji, Jonas Hetterich, Stamatis Pitsios, Vasilis Gkolemi, Sergi Perez-Castanos, Minas Pertselakis
2023 — conf
Towards Explainable AI Validation in Industry 4.0: A Fuzzy Cognitive Map-based Evaluation Framework for Assessing Business Value.
ICE/ITMC
Zoumpolia Dikopoulou, Eleni Lavasa, Sergi Perez-Castanos, David Monzo, Serafeim P. Moustakidis
2022 J jnl
An Open-Set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic Environments.
Pattern Recognit. Lett.
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Ana M. Torres, José J. López, Francesc J. Ferri, Maximo Cobos
2021 — conf
Squeeze-Excitation Convolutional Recurrent Neural Networks for Audio-Visual Scene Classification.
DCASE
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Maximo Cobos, Francesc J. Ferri, Pedro Zuccarello
2021 J jnl
Squeeze-Excitation Convolutional Recurrent Neural Networks for Audio-Visual Scene Classification.
CoRR
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Aarón López-García, Pedro Zuccarello, Maximo Cobos, Francesc J. Ferri
2021 J jnl
TASK3 DCASE2021 Challenge: Sound event localization and detection using squeeze-excitation residual CNNs.
CoRR
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Francesc J. Ferri, Maximo Cobos
2021 J jnl
Task 1A DCASE 2021: Acoustic Scene Classification with mismatch-devices using squeeze-excitation technique and low-complexity constraint.
CoRR
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Maximo Cobos, Francesc J. Ferri, Pedro Zuccarello
2020 J jnl
A Comparative Analysis of Residual Block Alternatives for End-to-End Audio Classification.
IEEE Access
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Irene Martín-Morató, Pedro Zuccarello, Francesc J. Ferri, Maximo Cobos
2020 J jnl
Acoustic Scene Classification With Squeeze-Excitation Residual Networks.
IEEE Access
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Maximo Cobos
2020 J jnl
An Open-set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic Environments.
CoRR
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Maximo Cobos
2020 — conf
Anomalous Sound Detection using Unsupervised and Semi-Supervised Autoencoders and Gammatone Audio Representation.
DCASE
Sergi Perez-Castanos, Javier Naranjo-Alcazar, Pedro Zuccarello, Maximo Cobos
2020 J jnl
Anomalous Sound Detection using unsupervised and semi-supervised autoencoders and gammatone audio representation.
CoRR
Sergi Perez-Castanos, Javier Naranjo-Alcazar, Pedro Zuccarello, Maximo Cobos
2020 — conf
Listen Carefully and Tell: An Audio Captioning System Based on Residual Learning and Gammatone Audio Representation.
DCASE
Sergi Perez-Castanos, Javier Naranjo-Alcazar, Pedro Zuccarello, Maximo Cobos
2020 J jnl
Listen carefully and tell: an audio captioning system based on residual learning and gammatone audio representation.
CoRR
Sergi Perez-Castanos, Javier Naranjo-Alcazar, Pedro Zuccarello, Maximo Cobos
2020 J jnl
On the performance of different excitation-residual blocks for Acoustic Scene Classification.
CoRR
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Maximo Cobos
2020 J jnl
Open Set Audio Classification Using Autoencoders Trained on Few Data.
Sensors
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Fabio Antonacci, Maximo Cobos
2020 J jnl
Sound Event Localization and Detection using Squeeze-Excitation Residual CNNs.
CoRR
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Jose Ferrandis, Pedro Zuccarello, Maximo Cobos
2019 J jnl
DCASE 2019: CNN depth analysis with different channel inputs for Acoustic Scene Classification.
CoRR
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Maximo Cobos
2019 J jnl
On the performance of residual block design alternatives in convolutional neural networks for end-to-end audio classification.
CoRR
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Irene Martín-Morató, Pedro Zuccarello, Maximo Cobos