Publications (40) Manuel Utrilla Manso publications View referenced research data.

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2025

  1. Review of Parkinson’s disease detection with deep‑learning machines

    Multimedia Tools and Applications, Vol. 84, Núm. 6, pp. 3015-3051

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

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

  4. Study of the optimal waveforms for non-destructive spectral analysis of aqueous solutions by means of audible sound and optimization algorithms

    Applied Sciences (Switzerland), Vol. 11, Núm. 16

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. Analysis of Water, Ethanol, and Fructose Mixtures Using Nondestructive Resonant Spectroscopy of Mechanical Vibrations and a Grouping Genetic Algorithm

    Sensors (Basel, Switzerland), Vol. 18, Núm. 8

  2. Analysis of water, ethanol, and fructose mixtures using nondestructive resonant spectroscopy of mechanical vibrations and a grouping genetic algorithm

    Sensors (Switzerland), Vol. 18, Núm. 8

  3. 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

  4. Precision maximization in anger detection in Interactive Voice Response systems

    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