The Benefit of Temporally-Strong Labels in Audio Event Classification
Hershey, Shawn, Ellis, Daniel P W, Fonseca, Eduardo, Jansen, Aren, Liu, Caroline, Channing Moore, R, Plakal, Manoj
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
What's all the Fuss about Free Universal Sound Separation Data?
Wisdom, Scott, Erdogan, Hakan, Ellis, Daniel P. W., Serizel, Romain, Turpault, Nicolas, Fonseca, Eduardo, Salamon, Justin, Seetharaman, Prem, Hershey, John R.
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Signal Processing for Music Analysis
Muller, M., Ellis, D. P. W., Klapuri, A., Richard, G.
Published in IEEE journal of selected topics in signal processing (01.10.2011)
Published in IEEE journal of selected topics in signal processing (01.10.2011)
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Journal Article
Audio Set: An ontology and human-labeled dataset for audio events
Gemmeke, Jort F., Ellis, Daniel P. W., Freedman, Dylan, Jansen, Aren, Lawrence, Wade, Moore, R. Channing, Plakal, Manoj, Ritter, Marvin
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
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Conference Proceeding
Addressing Missing Labels in Large-Scale Sound Event Recognition Using a Teacher-Student Framework With Loss Masking
Fonseca, Eduardo, Hershey, Shawn, Plakal, Manoj, Ellis, Daniel P. W., Jansen, Aren, Moore, R. Channing
Published in IEEE signal processing letters (2020)
Published in IEEE signal processing letters (2020)
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Journal Article
CNN architectures for large-scale audio classification
Hershey, Shawn, Chaudhuri, Sourish, Ellis, Daniel P. W., Gemmeke, Jort F., Jansen, Aren, Moore, R. Channing, Plakal, Manoj, Platt, Devin, Saurous, Rif A., Seybold, Bryan, Slaney, Malcolm, Weiss, Ron J., Wilson, Kevin
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
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Conference Proceeding
Learning Sound Event Classifiers from Web Audio with Noisy Labels
Fonseca, Eduardo, Plakal, Manoj, Ellis, Daniel P. W., Font, Frederic, Favory, Xavier, Serra, Xavier
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
Deep Mutational Scanning of SARS-CoV-2 Receptor Binding Domain Reveals Constraints on Folding and ACE2 Binding
Starr, Tyler N., Greaney, Allison J., Hilton, Sarah K., Ellis, Daniel, Crawford, Katharine H.D., Dingens, Adam S., Navarro, Mary Jane, Bowen, John E., Tortorici, M. Alejandra, Walls, Alexandra C., King, Neil P., Veesler, David, Bloom, Jesse D.
Published in Cell (03.09.2020)
Published in Cell (03.09.2020)
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Journal Article
Web Resource
Accurate design of megadalton-scale two-component icosahedral protein complexes
Bale, Jacob B., Gonen, Shane, Liu, Yuxi, Sheffler, William, Ellis, Daniel, Thomas, Chantz, Cascio, Duilio, Yeates, Todd O., Gonen, Tamir, King, Neil P., Baker, David
Published in Science (American Association for the Advancement of Science) (22.07.2016)
Published in Science (American Association for the Advancement of Science) (22.07.2016)
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Journal Article
Improving Universal Sound Separation Using Sound Classification
Tzinis, Efthymios, Wisdom, Scott, Hershey, John R., Jansen, Aren, Ellis, Daniel P. W.
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
Audio-Based Semantic Concept Classification for Consumer Video
Lee, Keansub, Ellis, Daniel P W
Published in IEEE transactions on audio, speech, and language processing (01.08.2010)
Published in IEEE transactions on audio, speech, and language processing (01.08.2010)
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Journal Article
Assessing the prediction of arterial CO2 from end tidal CO2 in adult blunt trauma patients
Petrakis, Nicholas M., Harris, Daniel, Ellis, Daniel Y., Haustead, Daniel
Published in Injury (01.05.2024)
Published in Injury (01.05.2024)
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Journal Article
Model-Based Expectation-Maximization Source Separation and Localization
Mandel, M.I., Weiss, R.J., Ellis, D.
Published in IEEE transactions on audio, speech, and language processing (01.02.2010)
Published in IEEE transactions on audio, speech, and language processing (01.02.2010)
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Journal Article
Impact of COVID‐19 social restrictions on trauma presentations in South Australia
Harris, Daniel, Ellis, Daniel Y, Gorman, David, Foo, Ngee, Haustead, Daniel
Published in Emergency Medicine Australasia (01.02.2021)
Published in Emergency Medicine Australasia (01.02.2021)
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Journal Article
Web Resource
Exploring Low Cost Laser Sensors to Identify Flying Insect Species: Evaluation of Machine Learning and Signal Processing Methods
Silva, Diego F., Souza, Vinícius M. A., Ellis, Daniel P. W., Keogh, Eamonn J., Batista, Gustavo E. A. P. A.
Published in Journal of intelligent & robotic systems (01.12.2015)
Published in Journal of intelligent & robotic systems (01.12.2015)
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Journal Article
A Discriminative Model for Polyphonic Piano Transcription
Poliner, Graham, Ellis, Daniel
Published in EURASIP journal on advances in signal processing (01.01.2007)
Published in EURASIP journal on advances in signal processing (01.01.2007)
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Journal Article
Complete and cooperative in vitro assembly of computationally designed self-assembling protein nanomaterials
Wargacki, Adam J., Wörner, Tobias P., van de Waterbeemd, Michiel, Ellis, Daniel, Heck, Albert J. R., King, Neil P.
Published in Nature communications (09.02.2021)
Published in Nature communications (09.02.2021)
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Journal Article