Grants per year
Personal profile
Research Interests
Professor Pardo develops new methods in Machine Learning, Signal Processing and Human Computer Interaction to make new tools for understanding and manipulating sound. Ongoing research in his lab is applied to audio scene labeling, audio source separation, inclusive interfaces, new audio production tools and machine audition models that learn without supervision.
Education/Academic qualification
Computer Science and Engineering, PhD, University of Michigan
… → 2005
Jazz and Improvisation, MMus, University of Michigan
… → 2001
Computer Science, MS, Ohio State University
… → 1993
Jazz Composition, BMus, Ohio State University
… → 1990
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Collaborations and top research areas from the last five years
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Collaborative Research: Engaging Blind and Visually Impaired Youth in Computer Science through Music Programming
Pardo, B. A. (PD/PI)
6/1/23 → 5/31/26
Project: Research project
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Collaborative Research: FW-HTF-R: Toward an Ecosystem of Artificial-intelligence-powered Music Production (TEAMuP)
Pardo, B. A. (PD/PI)
10/1/22 → 9/30/26
Project: Research project
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Collaborative Research: FW-HTF-R: Toward an Ecosystem of Artificial-intelligence-powered Music Production (TEAMuP)
Pardo, B. A. (PD/PI) & Pardo, B. A. (PD/PI)
University of Rochester, National Science Foundation
10/1/22 → 9/30/25
Project: Research project
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CHS: Medium: Next Generation Content Production Tools for People with Vision Impairments
Gergle, D. (PD/PI), Piper, A. M. (PD/PI), Gergle, D. (Co-PD/PI) & Pardo, B. A. (Co-PD/PI)
10/1/19 → 9/30/24
Project: Research project
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III: Small: Collaborative Research: Algorithms for Query by Example of Audio Databases
Pardo, B. A. (PD/PI)
9/1/16 → 8/31/20
Project: Research project
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CROWDSOURCED AND AUTOMATIC SPEECH PROMINENCE ESTIMATION
Morrison, M., Pawar, P., Pruyne, N., Cole, J. S. & Pardo, B., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 12281-12285 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Fine-Grained and Interpretable Neural Speech Editing
Morrison, M., Churchwell, C., Pruyne, N. & Pardo, B., 2024, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. p. 187-191 5 p.Research output: Contribution to journal › Conference article › peer-review
Open Access1 Scopus citations -
High-Fidelity Neural Phonetic Posteriorgrams
Churchwell, C., Morrison, M. & Pardo, B., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, ICASSPW 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 823-827 5 p. (2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, ICASSPW 2024 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access2 Scopus citations -
MASKMARK: ROBUST NEURAL WATERMARKING FOR REAL AND SYNTHETIC SPEECH
O'Reilly, P., Jin, Z., Su, J. & Pardo, B., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4650-4654 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations -
VAMPNET: MUSIC GENERATION VIA MASKED ACOUSTIC TOKEN MODELING
García, H. F., Seetharaman, P., Kumar, R. & Pardo, B., 2023, 24th International Society for Music Information Retrieval Conference, ISMIR 2023 - Proceedings. Sarti, A., Antonacci, F., Sandler, M., Bestagini, P., Dixon, S., Liang, B., Richard, G. & Pauwels, J. (eds.). International Society for Music Information Retrieval, p. 359-366 8 p. (24th International Society for Music Information Retrieval Conference, ISMIR 2023 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
6 Scopus citations
Datasets
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Segmented DAPS (Device and Produced Speech) Dataset
Morrison, M. (Contributor), Bryan, N. J. (Contributor), Caceres, J.-P. (Contributor) & Pardo, B. (Contributor), ZENODO, May 24 2021
DOI: 10.5281/zenodo.4783456, https://zenodo.org/record/4783456
Dataset
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VocalSketch Data Set v1.0.4
Cartwright, M. (Contributor) & Pardo, B. (Contributor), ZENODO, Jan 9 2015
DOI: 10.5281/zenodo.13862, https://zenodo.org/record/13862
Dataset
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Enhanced RAVDESS Speech Dataset
Morrison, M. (Contributor), Bryan, N. J. (Contributor), Caceres, J.-P. (Contributor) & Pardo, B. (Contributor), ZENODO, May 24 2021
DOI: 10.5281/zenodo.4783521, https://zenodo.org/record/4783521
Dataset