Dataset balancing can hurt model performance
R Channing Moore, Ellis, Daniel P W, Fonseca, Eduardo, Hershey, Shawn, Jansen, Aren, Plakal, Manoj
Published in arXiv.org (30.06.2023)
Published in arXiv.org (30.06.2023)
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Improving Universal Sound Separation Using Sound Classification
Tzinis, Efthymios, Wisdom, Scott, Hershey, John R, Jansen, Aren, Ellis, Daniel P W
Published in arXiv.org (18.11.2019)
Published in arXiv.org (18.11.2019)
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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, R Channing Moore, Serra, Xavier
Published in arXiv.org (25.07.2020)
Published in arXiv.org (25.07.2020)
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Description and analysis of novelties introduced in DCASE Task 4 2022 on the baseline system
Ronchini, Francesca, Cornell, Samuele, Serizel, Romain, Turpault, Nicolas, Fonseca, Eduardo, Ellis, Daniel P. W
Year of Publication 14.10.2022
Year of Publication 14.10.2022
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MuLan: A Joint Embedding of Music Audio and Natural Language
Huang, Qingqing, Jansen, Aren, Lee, Joonseok, Ganti, Ravi, Li, Judith Yue, Ellis, Daniel P. W
Year of Publication 25.08.2022
Year of Publication 25.08.2022
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The Benefit Of Temporally-Strong Labels In Audio Event Classification
Hershey, Shawn, Ellis, Daniel P W, Fonseca, Eduardo, Jansen, Aren, Liu, Caroline, Moore, R Channing, Plakal, Manoj
Year of Publication 14.05.2021
Year of Publication 14.05.2021
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Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds
Tzinis, Efthymios, Wisdom, Scott, Jansen, Aren, Hershey, Shawn, Remez, Tal, Ellis, Daniel P. W, Hershey, John R
Year of Publication 02.11.2020
Year of Publication 02.11.2020
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Self-Supervised Learning from Automatically Separated Sound Scenes
Fonseca, Eduardo, Jansen, Aren, Ellis, Daniel P. W, Wisdom, Scott, Tagliasacchi, Marco, Hershey, John R, Plakal, Manoj, Hershey, Shawn, Moore, R. Channing, Serra, Xavier
Year of Publication 05.05.2021
Year of Publication 05.05.2021
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Audio tagging with noisy labels and minimal supervision
Fonseca, Eduardo, Plakal, Manoj, Font, Frederic, Ellis, Daniel P. W, Serra, Xavier
Year of Publication 07.06.2019
Year of Publication 07.06.2019
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Learning Sound Event Classifiers from Web Audio with Noisy Labels
Fonseca, Eduardo, Plakal, Manoj, Ellis, Daniel P. W, Font, Frederic, Favory, Xavier, Serra, Xavier
Year of Publication 04.01.2019
Year of Publication 04.01.2019
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Coincidence, Categorization, and Consolidation: Learning to Recognize Sounds with Minimal Supervision
Jansen, Aren, Ellis, Daniel P. W, Hershey, Shawn, Moore, R. Channing, Plakal, Manoj, Popat, Ashok C, Saurous, Rif A
Year of Publication 13.11.2019
Year of Publication 13.11.2019
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General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline
Fonseca, Eduardo, Plakal, Manoj, Font, Frederic, Ellis, Daniel P. W, Favory, Xavier, Pons, Jordi, Serra, Xavier
Year of Publication 25.07.2018
Year of Publication 25.07.2018
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Unsupervised Learning of Semantic Audio Representations
Jansen, Aren, Plakal, Manoj, Pandya, Ratheet, Ellis, Daniel P. W, Hershey, Shawn, Liu, Jiayang, Moore, R. Channing, Saurous, Rif A
Year of Publication 06.11.2017
Year of Publication 06.11.2017
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AVA-Speech: A Densely Labeled Dataset of Speech Activity in Movies
Chaudhuri, Sourish, Roth, Joseph, Ellis, Daniel P. W, Gallagher, Andrew, Kaver, Liat, Marvin, Radhika, Pantofaru, Caroline, Reale, Nathan, Reid, Loretta Guarino, Wilson, Kevin, Xi, Zhonghua
Year of Publication 01.08.2018
Year of Publication 01.08.2018
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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
Year of Publication 29.09.2016
Year of Publication 29.09.2016
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