Publications by the researcher in collaboration with Roberto Gil Pita (29)

2025

  1. Pruned Transfer Learning and a Tuned Mel Scale Transformation for Acoustic Detection of Cavitation in Hydraulic Systems

    Proceedings of 2025 IEEE 15th International Conference on Signal Processing, Communications and Computing, ICSPCC 2025

  2. Speech Emotion Recognition Using Transfer Learning and Adaptive Timeframe Segmentation

    Proceedings of 2025 IEEE 15th International Conference on Signal Processing, Communications and Computing, ICSPCC 2025

2024

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

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

  2. Smart Neural Network Initialization for Speech Based Anger Detection

    Proceedings of the 2024 IEEE International Conference on Technology, Informatics, Management, Engineering and Environment, TIME-E 2024

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

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

    Applied Acoustics, Vol. 175

2019

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

    2019 Signal Processing Symposium, SPSympo 2019

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

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

2018

  1. Combining the signals of sound sources separated from different nodes after a pairing process using a STFT-based GCC-PHAT

    145th Audio Engineering Society International Convention, AES 2018

2017

  1. A new mixing matrix estimation method based on the geometrical analysis of the sound separation problem

    Signal Processing, Vol. 134, pp. 166-173

2016

  1. Distributed and collaborative sound environment information extraction in binaural hearing aids

    Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop

  2. Indoor Blind Localization of Smartphones by Means of Sensor Data Fusion

    IEEE Transactions on Instrumentation and Measurement, Vol. 65, Núm. 4, pp. 783-794

  3. Synchronization based on mixture alignment for sound source separation in wireless acoustic sensor networks

    Signal Processing, Vol. 118, pp. 177-187