Publicaciones (14) Publicaciones de IRENE MARTIN MORATO

2023

  1. Strong Labeling of Sound Events Using Crowdsourced Weak Labels and Annotator Competence Estimation

    IEEE/ACM Transactions on Audio Speech and Language Processing, Vol. 31, pp. 902-914

  2. Training Sound Event Detection with Soft Labels from Crowdsourced Annotations

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

2021

  1. Crowdsourcing Strong Labels for Sound Event Detection

    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics

  2. PHYSICS-AWARE MACHINE LEARNING FOR GEOSCIENCES AND REMOTE SENSING

    International Geoscience and Remote Sensing Symposium (IGARSS)

  3. What is the ground truth? Reliability of multi-annotator data for audio tagging

    European Signal Processing Conference

2020

  1. A comparative analysis of residual block alternatives for end-to-end audio classification

    IEEE Access, Vol. 8, pp. 188875-188882

  2. Adaptive Distance-Based Pooling in Convolutional Neural Networks for Audio Event Classification

    IEEE/ACM Transactions on Audio Speech and Language Processing, Vol. 28, pp. 1925-1935

2019

  1. Performance analysis of audio event classification using deep features under adverse acoustic conditions

    Proceedings of the International Congress on Acoustics

  2. Sound Event Envelope Estimation in Polyphonic Mixtures

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

2018

  1. Adaptive Mid-Term Representations for Robust Audio Event Classification

    IEEE/ACM Transactions on Audio Speech and Language Processing, Vol. 26, Núm. 12, pp. 2381-2392

  2. On the Robustness of Deep Features for Audio Event Classification in Adverse Environments

    International Conference on Signal Processing Proceedings, ICSP

2017

  1. Analysis of data fusion techniques for multi-microphone audio event detection in adverse environments

    2017 IEEE 19th International Workshop on Multimedia Signal Processing, MMSP 2017

  2. Estudio de sensibilidad de las características para la detección de eventos acústicos utilizando máquinas de vectores soporte

    Tecniacústica 2017: 48º Congreso Español de Acústica ; Encuentro Ibérico de Acústica ; European Symposium on Underwater Acoustics Applications ; European Symposium on Sustainable Building Acoustics : A Coruña 3-6 Octubre 2017

2016

  1. A case study on feature sensitivity for audio event classification using support vector machines

    IEEE International Workshop on Machine Learning for Signal Processing, MLSP