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Shawn Hershey
Shawn Hershey
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CNN architectures for large-scale audio classification
S Hershey, S Chaudhuri, DPW Ellis, JF Gemmeke, A Jansen, RC Moore, ...
2017 ieee international conference on acoustics, speech and signal …, 2017
27872017
Unsupervised learning of semantic audio representations
A Jansen, M Plakal, R Pandya, DPW Ellis, S Hershey, J Liu, RC Moore, ...
2018 IEEE international conference on acoustics, speech and signal …, 2018
1732018
The benefit of temporally-strong labels in audio event classification
S Hershey, DPW Ellis, E Fonseca, A Jansen, C Liu, RC Moore, M Plakal
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
882021
Into the wild with audioscope: Unsupervised audio-visual separation of on-screen sounds
E Tzinis, S Wisdom, A Jansen, S Hershey, T Remez, DPW Ellis, ...
arXiv preprint arXiv:2011.01143, 2020
662020
Accelerating inference: towards a full language, compiler and hardware stack
S Hershey, J Bernstein, B Bradley, A Schweitzer, N Stein, T Weber, ...
arXiv preprint arXiv:1212.2991, 2012
322012
Coincidence, categorization, and consolidation: Learning to recognize sounds with minimal supervision
A Jansen, DPW Ellis, S Hershey, RC Moore, M Plakal, AC Popat, ...
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
282020
Addressing missing labels in large-scale sound event recognition using a teacher-student framework with loss masking
E Fonseca, S Hershey, M Plakal, DPW Ellis, A Jansen, RC Moore
IEEE Signal Processing Letters 27, 1235-1239, 2020
272020
Analog computation using numerical representations with uncertainty
B Vigoda, W Bradley, S Hershey, J Bernstein
US Patent 8,458,114, 2013
172013
Self-supervised learning from automatically separated sound scenes
E Fonseca, A Jansen, DPW Ellis, S Wisdom, M Tagliasacchi, JR Hershey, ...
2021 IEEE Workshop on Applications of Signal Processing to Audio and …, 2021
132021
Towards learning semantic audio representations from unlabeled data
A Jansen, M Plakal, R Pandya, D Ellis, S Hershey, J Liu, C Moore, ...
signal 2 (3), 7-11, 2017
112017
Implementation of factor graphs
S Hershey, B Vigoda
US Patent 8,627,246, 2014
102014
Dataset balancing can hurt model performance
RC Moore, DPW Ellis, E Fonseca, S Hershey, A Jansen, M Plakal
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
62023
Systems and Methods for Upmixing Audiovisual Data
A Jansen, M Plakal, D Ellis, S Hershey, RC MOORE III
US Patent App. 18/042,258, 2023
2023
Dataset balancing can hurt model performance
R Channing Moore, DPW Ellis, E Fonseca, S Hershey, A Jansen, ...
arXiv e-prints, arXiv: 2307.00079, 2023
2023
Unsupervised learning of semantic audio representations
A Jansen, M Plakal, RC Moore, S Hershey, R Pandya, R Rifkin, J Liu, ...
US Patent 11,335,328, 2022
2022
Self-Supervised Audio-Visual Separation of On-Screen Sounds from Unlabeled Videos
E Tzinis, S Wisdom, A Jansen, S Hershey, D Ellis, J Hershey
2020
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