Toni Heittola
- 2018
- 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 proceeding › Conference contribution › Scientific › peer-review
Full text:
- 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 proceeding › Conference contribution › Scientific › peer-review
Full text:
- 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 proceeding › Conference contribution › Scientific › peer-review
Full text:
- 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. IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Full text:
- 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. 379-393Research output: Contribution to journal › Article › Scientific › peer-review
Full text:
- 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 proceeding › Chapter › Scientific › peer-review
Full text:
- 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 journal › Article › Scientific › peer-review
Full text:
- 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 proceeding › Chapter › Scientific › peer-review
Full text:
- 2017
- 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/Report › Anthology › Scientific › peer-review
Full text:
- Published
Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection
Cakir, E., Parascandolo, G., Heittola, T., Huttunen, H. & Virtanen, T., Jun 2017, In : Ieee-Acm transactions on audio speech and language processing. 25, 6, p. 1291-1303 13 p.Research output: Contribution to journal › Article › Scientific › peer-review
Full text:
ID: 54676