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
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
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
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
Dataset Balancing Can Hurt Model Performance
Moore, R. Channing, Ellis, Daniel P. W., Fonseca, Eduardo, Hershey, Shawn, Jansen, Aren, Plakal, Manoj
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Eavesdropping on the Arctic: Automated bioacoustics reveal dynamics in songbird breeding phenology
Oliver, Ruth Y, Ellis, Daniel P W, Chmura, Helen E, Krause, Jesse S, Pérez, Jonathan H, Sweet, Shannan K, Gough, Laura, Wingfield, John C, Boelman, Natalie T
Published in Science advances (01.06.2018)
Published in Science advances (01.06.2018)
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Journal Article