Photo of Diego Faria
    • School of Engineering and Applied Science, Aston University

      B4 7ET Birmingham

      United Kingdom

    20052020

    Research output per year

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    Research Output

    Cross-domain MLP and CNN Transfer Learning for Biological Signal Processing: EEG and EMG

    Bird, J. J., Kobylarz, J., Faria, D. R., Ekart, A. & Ribeiro, E. P., 9 Mar 2020, In : IEEE Access. 8, p. 54789-54801 13 p., 9027853.

    Research output: Contribution to journalArticle

    Open Access
    File
  • Overcoming Data Scarcity in Speaker Identification: Dataset Augmentation with Synthetic MFCCs via Character-level RNN

    Bird, J. J., Faria, D. R., Premebida, C., Ekart, A. & Ayrosa, P. P. S., 19 May 2020, 2020 IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2020. Lau, N., Silva, M. F., Reis, L. P. & Cascalho, J. (eds.). IEEE, p. 146-151 6 p. 9096166

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • SocNav1: A Dataset to Benchmark and Learn Social Navigation Conventions

    Manso, L. J., Nunez, P., Calderita, L. V., Faria, D. & Bachiller, P., 14 Jan 2020, In : Data. 5, 1, 10 p., 7.

    Research output: Contribution to journalArticle

    Open Access
    File
  • Thumbs up, thumbs down: non-verbal human-robot interaction through real-time EMG classification via inductive and supervised transductive transfer learning

    Kobylarz, J., Bird, J. J., Faria, D. R., Ribeiro, E. P. & Ekárt, A., 7 Mar 2020, In : Journal of Ambient Intelligence and Humanized Computing.

    Research output: Contribution to journalArticle

    Open Access
    File