Tampere University of Technology

TUTCRIS Research Portal

Toni Heittola

  1. 2019
  2. Published

    Sound Event Detection in the DCASE 2017 Challenge

    Mesaros, A., Diment, A., Elizalde, B., Heittola, T., Vincent, E., Raj, B. & Virtanen, T., 1 Jun 2019, In : IEEE/ACM Transactions on Audio Speech and Language Processing. 27, 6, p. 992-1006 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  3. 2018
  4. Published

    Acoustic scene classification: An overview of dcase 2017 challenge entries

    Mesaros, A., Heittola, T. & Virtanen, T., 2 Nov 2018, 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE, p. 411-415 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  5. Published

    An active learning method using clustering and committee-based sample selection for sound event classification

    Shuyang, Z., Heittola, T. & Virtanen, T., 2 Nov 2018, 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE, p. 116-120 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  6. Published

    Using sequential information in polyphonic sound event detection

    Huang, G., Heittola, T. & Virtanen, T., 2 Nov 2018, 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE, p. 291-295 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  7. Published

    Acoustic Scene Classification: A Competition Review

    Gharib, S., Derrar, H., Niizumi, D., Senttula, T., Tommola, J., Heittola, T., Virtanen, T. & Huttunen, H., Sep 2018, 2018 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2018. IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  8. Published

    Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge

    Mesaros, A., Heittola, T., Benetos, E., Foster, P., Lagrange, M., Virtanen, T. & Plumbley, M. D., Feb 2018, In : IEEE/ACM Transactions on Audio Speech and Language Processing. 26, 2, p. 379-393

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Datasets and Evaluation

    Mesaros, A., Heittola, T. & Ellis, D., 2018, Computational Analysis of Sound Scenes and Events. Virtanen, T., Plumbley, M. D. & Ellis, D. (eds.). Cham: Springer, p. 147-179 33 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  10. Published

    Environmental noise monitoring using source classification in sensors

    Maijala, P., Shuyang, Z., Heittola, T. & Virtanen, T., 2018, In : Applied Acoustics. 129, p. 258-267 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    The machine learning approach for analysis of sound scenes and events

    Heittola, T., Cakir, E. & Virtanen, T., 2018, Computational Analysis of Sound Scenes and Events. Virtanen, T., Plumbley, M. D. & Ellis, D. (eds.). Cham: Springer, p. 13-40 33 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  12. 2017
  13. Published

    Proceedings of the Detection and Classification of Acoustic Scenes and Events 2017 Workshop (DCASE2017)

    Virtanen, T., Mesaros, A., Heittola, T., Diment, A., Vincent, E., Benetos, E. & Elizalde, B. M., 6 Nov 2017, Tampere University of Technology. Laboratory of Signal Processing. 142 p.

    Research output: Book/ReportAnthologyScientificpeer-review

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