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Active Few-Shot Learning for Sound Event Detection
Y. Wang, M. Cartwright, and J. P. Bello INTERSPEECH, 2022 [pdf] Few-Shot Musical Source Separation
Y. Wang, D. Stoller, R. M. Bittner, and J. P. Bello International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022 [pdf] Who calls the shots? Rethinking Few-shot Learning for Audio
Y. Wang, N. J. Bryan, J. Salamon, M. Cartwright, and J. P. Bello IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2021 (Best Audio Few-Shot Learning Paper Award) [arXiv] |
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Few-Shot Continual Learning for Audio Classification
Y. Wang, N. J. Bryan, M. Cartwright, J. P. Bello, and J. Salamon International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021 [pdf] SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context
M. Cartwright, J. Cramer, A. E. M. Mendez, Y. Wang, H. Wu, V. Lostanlen, M. Fuentes, G. Dove, C. Mydlarz, J. Salamon, O. Nov, and J. P. Bello Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2020 [arXiv] Few-Shot Drum Transcription in Polyphonic Music
Y. Wang, J. Salamon, M. Cartwright, N. J. Bryan, and J. P. Bello 21th International Society for Music Information Retrieval Conference (ISMIR), 2020 [arXiv] [pdf] Few-Shot Sound Event Detection
Y. Wang, J. Salamon, N. J. Bryan, and J. P. Bello International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020 [pdf] |
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Active Learning for Efficient Sound Annotation and Classification with a Large Amount of Unlabeled Data
Y. Wang, A. E. M. Mendez, M. Cartwright, and J. P. Bello International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019 [pdf] |
Workshop Papers & Presentations
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Few-Shot and Zero-Shot Learning for Music Information Retrieval
Y. Wang, H. F. García, J. Choi 23th International Society for Music Information Retrieval Conference (ISMIR), 2022, Tutorial Efficient Training and Labeling for Instrument Recognition Using Active Learning
A. E. M. Mendez, Y. Wang, and J. P. Bello Late breaking/demo extended abstract, 19th International Society for Music Information Retrieval Conference (ISMIR), 2018 |
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Efficient Training and Labeling with Large and Unlabeled Dataset Using Active Learning
Y. Wang, A. E. M. Mendez, and J. P. Bello 7th Speech and Audio in the Northeast (SANE), 2018 |
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Identifying and Reducing Gender Bias in Word-Level Language Models
S. Bordia, Y. Wang, J. Cramer 13th Women in Machine Learning Workshop (WiML), 2018 |
Materials Science & Engineering Publications & Presentations
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Surface Plasmon Assisted Hot Electron Collection in Wafer-scale Metallic-semiconductor Photonic Crystals
J. B. Chou, X. Li, Y. Wang , D. P. Fenning, A. Elfaer, J. Virgas, M. Jouiad, Y. Shao-Horn, and S. G. Kim OPTICS EXPRESS, 2016 [pdf] |
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Gold Nanorods Coated Metallic Photonic Crystal for Enhanced Hot Electron Transfer in Electrochemical Cells
A. Elfaer, Y. Wang , J.B. Chou, and S.G. Kim MRS Advances, 2016 [pdf] |
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Comparative Study of Multilayered Nanostructures for Enhanced Solar Optical Absorption
P. Dahal, J. Chou, Y. Wang, S. Kim, and J. Viegas MRS Advances, 2016 [pdf] |
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Simulation Study of Metallic Photonic Crystal for Enhanced Hot Electron Transfer in Electrochemical Cells
Y. Wang , J.B. Chou, A. Elfaer, and S.G. Kim MRS Fall Meeting & Exhibit, Boston MA, 2015 |
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Broadband Photoelectric Hot Carrier Collection with Wafer-scale Metallic-semiconductor Photonic Crystals
J.B. Chou, D.P. Fenning, Y. Wang, M.A. Polanco, J. Hwang, A. El-Faer, F. Sammoura, J. Viegas, M. Rasras, A.M. Kolpak, Y. Shao-Horn, and S.G. Kim 42nd IEEE PVSC Conference, New Orleans, LA, USA, 2015 [pdf] |
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Hot Carrier Schottky Junction Solar Cell with Metamaterial Absorber
Y. Wang, J.B. Chou, D. Fenning, Y. Shao-Horn, and S.G. Kim MARC MTL, MIT, 2015 |
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Interaction Between Fluorescence of Atomically Layered Graphene Oxide and Metallic Nanoparticles
Y. Wang, S. S. Li, D. Y. Wang, K. H. Lin, Y. M. Chang and C. W. Chen Nanoscale, 2012 [pdf] |
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Surface Plasmon Enhanced Photoluminescence of Graphene Oxide
Y. Wang, S. S. Li, D. Y. Wang, K. H. Lin, Y. M. Chang and C. W. Chen International Conference on New Diamond and Nano Carbons (NDNC), Japan, 2011 |
