Publications (18) ROBERTO ANDRÉS CAROFILIS VASCO publications

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2025

  1. Better Semi-supervised Learning for Multi-domain ASR Through Incremental Retraining and Data Filtering

    Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

  2. Deep learning applied to speech processing: Development of novel models and techniques

    Procesamiento del lenguaje natural, Núm. 74, pp. 395-398

  3. Efficient Data Selection for Domain Adaptation of ASR Using Pseudo-Labels and Multi-Stage Filtering

    Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

  4. Improving audio embeddings with squeeze-and-excitation: Introducing SaEENet

    Knowledge-Based Systems, Vol. 324

  5. Speech Data Selection for Efficient ASR Fine-Tuning using Domain Classifier and Pseudo-Label Filtering

    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

2024

  1. Clasificación de capturas de smishing con aprendizaje profundo e IRIS

    Jornadas de Automática, Núm. 45

  2. FINE-TUNING SELF-SUPERVISED MODELS FOR LANGUAGE IDENTIFICATION USING ORTHONORMAL CONSTRAINT

    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

  3. Preprocesado de imagen y OCR para mejorar deteccion de smishing

    Jornadas de Automática, Núm. 45

  4. Spam hierarchical clustering for campaigns spotting and topic-based classification

    IX Jornadas Nacionales de Investigación en Ciberseguridad

  5. Towards Multi-Class Smishing Detection: A Novel Feature Vector Approach and the Smishing-4C Dataset

    CEUR Workshop Proceedings

2023

  1. Applying Machine Learning to login URLs for phishing detection

    Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023

  2. Impact of facial occlusions in age estimation algorithms for forensic applications

    Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023

  3. Improvement of Accent Classification Models Through Grad-Transfer from Spectrograms and Gradient-Weighted Class Activation Mapping

    IEEE/ACM Transactions on Audio Speech and Language Processing, Vol. 31, pp. 2859-2871

  4. MeWEHV: Mel and Wave Embeddings for Human Voice Tasks

    IEEE Access, Vol. 11, pp. 80089-80104

2022

  1. PBIL for optimizing inception module in convolutional neural networks

    Logic Journal of the IGPL

2021

  1. Classifying Screenshots of Industrial Control System Using Transfer Learning and Fine-Tuning

    Investigación en Ciberseguridad, pp. 151-152

  2. Detecting vulnerabilities in critical infrastructures by classifying exposed industrial control systems using deep learning

    Applied Sciences (Switzerland), Vol. 11, Núm. 1, pp. 1-14

2020

  1. PBIL for Optimizing Hyperparameters of Convolutional Neural Networks and STL Decomposition

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)