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Juan Bello

Assoc Prof Of Music & Music Education

19982019
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Fingerprint Weighted list of dominant concepts in the researcher's publications (titles and abstracts).

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Acoustics Engineering & Materials Science

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Research Output 1998 2019

Active Learning for Efficient Audio Annotation and Classification with a Large Amount of Unlabeled Data

Wang, Y., Mendez Mendez, A. E., Cartwright, M. & Bello, J., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 880-884 5 p. 8683063. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Acoustic waves
Costs
Sampling
Problem-Based Learning

A Music Structure Informed Downbeat Tracking System Using Skip-chain Conditional Random Fields and Deep Learning

Fuentes, M., McFee, B., Crayencour, H. C., Essid, S. & Bello, J., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 481-485 5 p. 8682870. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Deep learning
Experiments

Crowdsourcing Multi-label Audio Annotation Tasks with Citizen Scientists

Cartwright, M., Dove, G., Méndez, A. E. M., Bello, J. & Nov, O., May 2 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings).

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

Labels
Acoustic waves

EdgeL3: Compressing L3-Net for mote scale urban noise monitoring

Kumari, S., Roy, D., Cartwright, M., Bello, J. & Arora, A., May 1 2019, Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2019. Institute of Electrical and Electronics Engineers Inc., p. 877-884 8 p. 8778418. (Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2019).

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

Distillation
Monitoring
Data storage equipment
Microcontrollers
Ablation

Look, Listen, and Learn More: Design Choices for Deep Audio Embeddings

Cramer, J., Wu, H. H., Salamon, J. & Bello, J., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3852-3856 5 p. 8682475. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Classifiers
Supervised learning
Deep learning