Sergi Perez-Castanos

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 19

Top Topics

Evaluation Framework

Biologically Inspired

Top Venues

Publications

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)
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)
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 (2022)
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Aaron Lopez-Garcia, Pedro Zuccarello, Maximo Cobos, Francesc J. Ferri
Squeeze-Excitation Convolutional Recurrent Neural Networks for Audio-Visual Scene Classification. CoRR (2021)
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 (2021)
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 (2021)
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)
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Maximo Cobos
On the performance of different excitation-residual blocks for Acoustic Scene Classification. CoRR (2020)
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Jose Ferrandis, Pedro Zuccarello, Maximo Cobos
Sound Event Localization and Detection using Squeeze-Excitation Residual CNNs. CoRR (2020)
Sergi Perez-Castanos, Javier Naranjo-Alcazar, Pedro Zuccarello, Maximo Cobos
Anomalous Sound Detection using unsupervised and semi-supervised autoencoders and gammatone audio representation. CoRR (2020)
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 (2020)
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 (2020)
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 (2020)
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)
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) (2020)
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)
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Maximo Cobos
Acoustic Scene Classification With Squeeze-Excitation Residual Networks. IEEE Access 8 (2020)
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 (2019)
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Maximo Cobos
DCASE 2019: CNN depth analysis with different channel inputs for Acoustic Scene Classification. CoRR (2019)