Research Output

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Conference contribution
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. P., May 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

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. P., 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

Automating audio description for live theater: Using reference recordings to trigger descriptive tracks in real time

Wilt, D. V. & Farbood, M. M., Sep 18 2019, Proceedings of the 14th International Audio Mostly Conference: A Journey in Sound, AM 2019. Association for Computing Machinery, p. 75-81 7 p. (ACM International Conference Proceeding Series).

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

Crowdsourcing Multi-label Audio Annotation Tasks with Citizen Scientists

Cartwright, M., Dove, G., Méndez, A. E. M., Bello, J. P. & 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

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

Kumari, S., Roy, D., Cartwright, M., Bello, J. P. & Arora, A., May 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

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

Cramer, J., Wu, H. H., Salamon, J. & Bello, J. P., May 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

Machine-crowd-expert model for increasing user engagement and annotation quality

Méndez, A. E. M., Cartwright, M. & Bello, J. P., May 2 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 3313054. (Conference on Human Factors in Computing Systems - Proceedings).

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

Neural Music Synthesis for Flexible Timbre Control

Kim, J. W., Bittner, R., Kumar, A. & Bello, J. P., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 176-180 5 p. 8683596. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Non-visual beats: Redesigning the Groove Pizza

Payne, W., Xu, A., Hurst, A. & Alex Ruthmann, S., Oct 24 2019, ASSETS 2019 - 21st International ACM SIGACCESS Conference on Computers and Accessibility. Association for Computing Machinery, Inc, p. 651-654 4 p. (ASSETS 2019 - 21st International ACM SIGACCESS Conference on Computers and Accessibility).

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

Syncing pre-recorded audio description to a live musical theater performance using a reference audio recording

Wilt, D. V. & Farbood, M. M., Oct 24 2019, ASSETS 2019 - 21st International ACM SIGACCESS Conference on Computers and Accessibility. Association for Computing Machinery, Inc, p. 606-608 3 p. (ASSETS 2019 - 21st International ACM SIGACCESS Conference on Computers and Accessibility).

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

Tricycle: Audio representation learning from sensor network data using self-supervision

Cartwright, M., Cramer, J., Salamon, J. & Bello, J. P., Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2019. Institute of Electrical and Electronics Engineers Inc., p. 278-282 5 p. 8937265. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics; vol. 2019-October).

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

Voice Anonymization in Urban Sound Recordings

Cohen-Hadria, A., Cartwright, M., McFee, B. & Bello, J. P., Oct 2019, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing, MLSP 2019. IEEE Computer Society, 8918913. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP; vol. 2019-October).

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

2018

Acoustic perturbations in HRTFs measured on mixed reality headsets

Genovese, A., Zalles, G., Reardon, G. & Roginska, A., 2018, AES International Conference on Audio for Virtual and Augmented Reality 2018: Science, Technology, Design, and Implementation. Audio Engineering Society, p. 268-283 16 p. (Proceedings of the AES International Conference; vol. 2018-August).

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

Analysis of common design choices in deep learning systems for downbeat tracking

Fuentes, M., McFee, B., Crayencour, H. C., Essid, S. & Bello, J. P., 2018, Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018. Gomez, E., Hu, X., Humphrey, E. & Benetos, E. (eds.). International Society for Music Information Retrieval, p. 106-112 7 p. (Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018).

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

Birdvox-Full-Night: A Dataset and Benchmark for Avian Flight Call Detection

Lostanlen, V., Salamon, J., Farnsworth, A., Kelling, S. & Bello, J. P., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 266-270 5 p. 8461410. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

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

CityGram one: Seven years later

Park, T. H. & Yoo, M., 2018, ICMC 2018 - Proceedings of the 2018 International Computer Music Conference. International Computer Music Association, p. 164-168 5 p. (ICMC 2018 - Proceedings of the 2018 International Computer Music Conference).

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

Comparison of measured and simulated room impulse response for an interactive music making environment in mixed reality

Wu, Y. H., Murakami, S. M. & Roginska, A., 2018, AES International Conference on Audio for Virtual and Augmented Reality 2018: Science, Technology, Design, and Implementation. Audio Engineering Society, p. 98-103 6 p. (Proceedings of the AES International Conference; vol. 2018-August).

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

Crepe: A Convolutional Representation for Pitch Estimation

Kim, J. W., Salamon, J., Li, P. & Bello, J. P., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 161-165 5 p. 8461329. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

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

Data visualization and analysis for stage monitoring systems

Stillwell, A. & Park, T. H., 2018, ICMC 2018 - Proceedings of the 2018 International Computer Music Conference. International Computer Music Association, p. 309-315 7 p. (ICMC 2018 - Proceedings of the 2018 International Computer Music Conference).

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

Evaluation of binaural renderers: Multidimensional sound quality assessment

Reardon, G., Genovese, A., Zalles, G., Flanagan, P. & Roginska, A., Jan 1 2018, AES International Conference on Audio for Virtual and Augmented Reality 2018: Science, Technology, Design, and Implementation. Audio Engineering Society, p. 60-73 14 p. (Proceedings of the AES International Conference; vol. 2018-August).

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

Guitarset: A dataset for guitar transcription

Xi, Q., Bittner, R. M., Pauwels, J., Ye, X. & Bello, J. P., Jan 1 2018, Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018. Gomez, E., Hu, X., Humphrey, E. & Benetos, E. (eds.). International Society for Music Information Retrieval, p. 453-460 8 p. (Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018).

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

Investigating the Effect of Sound-Event Loudness on Crowdsourced Audio Annotations

Cartwright, M., Salamon, J., Seals, A., Nov, O. & Bello, J. P., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 341-345 5 p. 8461833. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

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

The Electro-Acoustic Music Mine (EAMM): An initiative for the archival preservation of electro-acoustic music

Park, T. H. & Underwood, K., Jan 1 2018, ICMC 2018 - Proceedings of the 2018 International Computer Music Conference. International Computer Music Association, p. 138-141 4 p. (ICMC 2018 - Proceedings of the 2018 International Computer Music Conference).

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

Urban soundscape: Analyzing spatiotemporal patterns of acoustic events and soundscape components, and its influence on the socio-economic status of New York City neighborhoods

Faruqi, S. A. S. S. & Park, T. H., 2018, ICMC 2018 - Proceedings of the 2018 International Computer Music Conference. International Computer Music Association, p. 156-163 8 p. (ICMC 2018 - Proceedings of the 2018 International Computer Music Conference).

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

User selection of optimal HRTF sets via holistic comparative evaluation

Shukla, R., Stewart, R., Roginska, A. & Sandler, M., 2018, AES International Conference on Audio for Virtual and Augmented Reality 2018: Science, Technology, Design, and Implementation. Audio Engineering Society, p. 155-164 10 p. (Proceedings of the AES International Conference; vol. 2018-August).

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

2017

A low-cost, high-quality MEMS ambisonic microphone

Zalles, G., Kamel, Y., Anderson, I., Lee, M. Y., Neil, C., Henry, M., Cappiello, S., Mydlarz, C., Baglione, M. & Roginska, A., 2017, 143rd Audio Engineering Society Convention 2017, AES 2017. Audio Engineering Society, p. 362-370 9 p. (143rd Audio Engineering Society Convention 2017, AES 2017; vol. 1).

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

An analysis/synthesis framework for automatic f0 annotation of multitrack datasets

Salamon, J., Bittner, R. M., Bonada, J., Bosch, J. J., Gómez, E. & Bello, J. P., 2017, Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017. Cunningham, S. J., Duan, Z., Hu, X. & Turnbull, D. (eds.). International Society for Music Information Retrieval, p. 71-78 8 p. (Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017).

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

Deep salience representations for F0 estimation in polyphonic music

Bittner, R. M., McFee, B., Salamon, J., Li, P. & Bello, J. P., 2017, Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017. Cunningham, S. J., Duan, Z., Hu, X. & Turnbull, D. (eds.). International Society for Music Information Retrieval, p. 63-70 8 p. (Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017).

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

Early reflection remapping in synthetic room impulse responses: Theoretical foundation

Reardon, G. & Roginska, A., Jan 1 2017, 143rd Audio Engineering Society Convention 2017, AES 2017. Audio Engineering Society, p. 1065-1069 5 p. (143rd Audio Engineering Society Convention 2017, AES 2017; vol. 2).

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

Evaluation of binaural renderers: A methodology

Reardon, G., Calle, J. S., Genovese, A., Zalles, G., Olko, M., Jerez, C., Flanagan, P. & Roginska, A., Jan 1 2017, 143rd Audio Engineering Society Convention 2017, AES 2017. Audio Engineering Society, p. 861-866 6 p. (143rd Audio Engineering Society Convention 2017, AES 2017; vol. 2).

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

Expansion through the machine: A com-position for harmonica and wearable

Hickman, O. & Park, T. H., 2017, 2017 ICMC/EMW - 43rd International Computer Music Conference and the 6th International Electronic Music Week. Shanghai Conservatory of Music, p. 357-361 5 p. (2017 ICMC/EMW - 43rd International Computer Music Conference and the 6th International Electronic Music Week).

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

Fusing shallow and deep learning for bioacoustic bird species classification

Salamon, J., Bello, J. P., Farnsworth, A. & Kelling, S., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 141-145 5 p. 7952134. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Head rotation data extraction from virtual reality gameplay using non-individualized HRTFs

Calle, J. S. & Roginska, A., 2017, 143rd Audio Engineering Society Convention 2017, AES 2017. Audio Engineering Society, p. 718-726 9 p. (143rd Audio Engineering Society Convention 2017, AES 2017; vol. 2).

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

Identification of perceived sound quality attributes of 360° audiovisual recordings in VR using a Free Verbalization Method

Olko, M., Dembeck, D., Wu, Y. H., Genovese, A. F. & Roginska, A., 2017, 143rd Audio Engineering Society Convention 2017, AES 2017. Audio Engineering Society, p. 171-180 10 p. (143rd Audio Engineering Society Convention 2017, AES 2017; vol. 1).

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

Pitch contour tracking in music using Harmonic Locked Loops

Bittner, R. M., Wang, A. & Bello, J. P., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 191-195 5 p. 7952144. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Scaper: A library for soundscape synthesis and augmentation

Salamon, J., MacConnell, D., Cartwright, M., Li, P. & Bello, J. P., Dec 7 2017, 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2017. Institute of Electrical and Electronics Engineers Inc., p. 344-348 5 p. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics; vol. 2017-October).

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

Structured training for large-vocabulary chord recognition

McFee, B. & Bello, J. P., Jan 1 2017, Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017. Cunningham, S. J., Duan, Z., Hu, X. & Turnbull, D. (eds.). International Society for Music Information Retrieval, p. 188-194 7 p. (Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017).

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

Towards the characterization of singing styles in world music

Panteli, M., Bittner, R., Bello, J. P. & Dixon, S., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 636-640 5 p. 7952233. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

2016

BSoniq: A 3D EEG Sound Installation

Mathew, M., Cetinkaya, M. & Roginska, A., Jul 2 2016, Proceedings of the 22nd International Conference on Auditory Display. Canberra, Australia

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

Feature adapted convolutional neural networks for downbeat tracking

Durand, S., Bello, J. P., David, B. & Richard, G., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 296-300 5 p. 7471684. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2016-May).

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

Interaural distances in existing HRIR repositories

Miller, C., Juras, J., Genovese, A. F. & Roginska, A., 2016, Proceedings of the 2016 AES International Conference: Headphone Technology. Peissig, J. & Lindau, A. (eds.). Audio Engineering Society, (Proceedings of the AES International Conference; vol. 2016-August).

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

Investigation of ITD symmetry across existing databases of personalized HRTFs

Genovese, A., Juras, J., Miller, C. & Roginska, A., Jul 2 2016, Proceedings of the 22nd International Conference on Auditory Display. Canberra, Australia

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

The effect of elevation on ITD symmetry

Genovese, A. F., Juras, J., Miller, C. & Roginska, A., 2016, Proceedings of the 2016 AES International Conference: Headphone Technology. Peissig, J. & Lindau, A. (eds.). Audio Engineering Society, (Proceedings of the AES International Conference; vol. 2016-August).

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

The sound analysis toolbox (SATB)

Park, T. H. & Srinivasan, S., 2016, ICMC 2016 - 42nd International Computer Music Conference, Proceedings. Timmermans, H. (ed.). HKU University of the Arts Utrecht, HKU Music and Technology, p. 234-240 7 p. (ICMC 2016 - 42nd International Computer Music Conference, Proceedings).

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

The Triple Tone Sonification Method to Enhance the Diagnosis of Alzheimer’s Dementia

Gionfrida, L., Roginska, A., Keary, J., Mohanraj, H. & Friedman, K., Jul 2 2016, Proceedings of the 22nd International Conference on Auditory Display. Canberra, Australia

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

2015

A software framework for musical data augmentation

McFee, B., Humphrey, E. J. & Bello, J. P., Jan 1 2015, Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015. Muller, M. & Wiering, F. (eds.). International Society for Music Information Retrieval, p. 248-254 7 p. (Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015).

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

Developing a socio-historical model for electro-acoustic music analysis: The challenge from an adornian perspective

You, J., Telichan, A. & Park, T. H., 2015, 41st International Computer Music Conference, ICMC 2015: Looking Back, Looking Forward - Proceedings. Dudas, R. (ed.). International Computer Music Association, p. 194-197 4 p. (41st International Computer Music Conference, ICMC 2015: Looking Back, Looking Forward - Proceedings).

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

Downbeat tracking with multiple features and deep neural networks

Durand, S., Bello, J. P., David, B. & Richard, G., Aug 4 2015, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 409-413 5 p. 7178001. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2015-August).

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

Feature learning with deep scattering for urban sound analysis

Salamon, J. & Bello, J. P., Dec 22 2015, 2015 23rd European Signal Processing Conference, EUSIPCO 2015. Institute of Electrical and Electronics Engineers Inc., p. 724-728 5 p. 7362478. (2015 23rd European Signal Processing Conference, EUSIPCO 2015).

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

Four timely insights on automatic chord estimation

Humphrey, E. J. & Bello, J. P., Jan 1 2015, Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015. Muller, M. & Wiering, F. (eds.). International Society for Music Information Retrieval, p. 673-679 7 p. (Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015).

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