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
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
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
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
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
Transcribing Multi-Instrument Polyphonic Music With Hierarchical Eigeninstruments
Grindlay, G., Ellis, D. P. W.
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
Using Broad Phonetic Group Experts for Improved Speech Recognition
Scanlon, P., Ellis, D.P.W., Reilly, R.B.
Published in IEEE transactions on audio, speech, and language processing (01.03.2007)
Published in IEEE transactions on audio, speech, and language processing (01.03.2007)
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Journal Article
Melody Transcription From Music Audio: Approaches and Evaluation
Poliner, G.E., Ellis, D.P.W., Ehmann, A.F., Gomez, E., Streich, S., Beesuan Ong
Published in IEEE transactions on audio, speech, and language processing (01.05.2007)
Published in IEEE transactions on audio, speech, and language processing (01.05.2007)
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Journal Article
Data-driven voice source waveform analysis and synthesis
Gudnason, Jon, Thomas, Mark R.P., Ellis, Daniel P.W., Naylor, Patrick A.
Published in Speech communication (01.02.2012)
Published in Speech communication (01.02.2012)
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Journal Article
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
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
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
A Large-Scale Evaluation of Acoustic and Subjective Music-Similarity Measures
Berenzweig, Adam, Logan, Beth, Daniel P. W. Ellis, Whitman, Brian
Published in Computer music journal (01.06.2004)
Published in Computer music journal (01.06.2004)
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Journal Article
Combining localization cues and source model constraints for binaural source separation
Weiss, Ron J., Mandel, Michael I., Ellis, Daniel P.W.
Published in Speech communication (01.06.2011)
Published in Speech communication (01.06.2011)
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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
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
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