Publications by the researcher in collaboration with Roberto Gil Pita (107)

2024

  1. Analysis of Distance and Environmental Impact on UAV Acoustic Detection

    Electronics (Switzerland), Vol. 13, Núm. 3

  2. Initializing the weights of a multilayer perceptron for activity and emotion recognition

    Expert Systems with Applications, Vol. 253

2023

  1. Acoustic-Based Detection of UAVs Using Machine Learning: Analysis of Distance and Environmental Effects

    2023 IEEE Sensors Applications Symposium, SAS 2023 - Proceedings

  2. Computationally constrained audio-based violence detection through transfer learning and data augmentation techniques

    Applied Acoustics, Vol. 213

  3. Robust Energy-efficient Audio-based Anger Detection System for Noisy Environments

    Proceedings - 2023 IEEE 19th International Conference on Intelligent Computer Communication and Processing Conference, ICCP 2023

2022

  1. Age group classification and gender recognition from speech with temporal convolutional neural networks

    Multimedia Tools and Applications, Vol. 81, Núm. 3, pp. 3535-3552

  2. Introducing the ReaLISED Dataset for Sound Event Classification

    Electronics (Switzerland), Vol. 11, Núm. 12

  3. Real-Life Indoor Sound Event Dataset (ReaLISED) for Sound Event Classification (SEC)

    Zenodo

  4. Real-Life Indoor Sound Event Dataset (ReaLISED) for Sound Event Classification (SEC)

    Zenodo

  5. Robust Multi-Scenario Speech-Based Emotion Recognition System

    Sensors, Vol. 22, Núm. 6

2021

  1. Age and Gender Recognition from Speech Using Deep Neural Networks

    Advances in Intelligent Systems and Computing

  2. Analysis of Error in Sound Sources Position Estimation with Microphone Arrays

    2021 Signal Processing Symposium, SPSympo 2021

  3. Efficient multichannel detection of impulsive audio events for wireless networks

    Applied Acoustics, Vol. 179

  4. Linear detector and neural networks in cascade for voice activity detection in hearing aids

    Applied Acoustics, Vol. 175

  5. Multimodal estimation of sine dwell vibrational responses from aeroelastic flutter flight tests

    Aerospace, Vol. 8, Núm. 11

  6. Noise and Codification Effect on Emotional Speech Classification Systems

    ACM International Conference Proceeding Series

2020

  1. A wrapper feature selection algorithm: An emotional assessment using physiological recordings from wearable sensors

    Sensors (Switzerland), Vol. 20, Núm. 1

2019

  1. Activity recognition using wearable physiological measurements: Selection of features from a comprehensive literature study

    Sensors (Switzerland), Vol. 19, Núm. 24

  2. Convolutional-recurrent Neural Network for Age and Gender Prediction from Speech

    2019 Signal Processing Symposium, SPSympo 2019

  3. Multi-microphone acoustic events detection and classification for indoor monitoring

    Signal Processing - Algorithms, Architectures, Arrangements, and Applications Conference Proceedings, SPA