Improving Universal Sound Separation Using Sound Classification by Tzinis, Efthymios, Wisdom, Scott, Hershey, John R., Jansen, Aren, Ellis, Daniel P. W.

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What's all the Fuss about Free Universal Sound Separation Data? by Wisdom, Scott, Erdogan, Hakan, Ellis, Daniel P. W., Serizel, Romain, Turpault, Nicolas, Fonseca, Eduardo, Salamon, Justin, Seetharaman, Prem, Hershey, John R.

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Signal Processing for Music Analysis by Muller, M., Ellis, D. P. W., Klapuri, A., Richard, G.

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Audio-Based Semantic Concept Classification for Consumer Video by Lee, Keansub, Ellis, Daniel P W

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Using Broad Phonetic Group Experts for Improved Speech Recognition by Scanlon, P., Ellis, D.P.W., Reilly, R.B.

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Evaluating Source Separation Algorithms With Reverberant Speech by Mandel, Michael I, Bressler, Scott, Shinn-Cunningham, Barbara, Ellis, Daniel P W

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Exploring Low Cost Laser Sensors to Identify Flying Insect Species: Evaluation of Machine Learning and Signal Processing Methods by Silva, Diego F., Souza, Vinícius M. A., Ellis, Daniel P. W., Keogh, Eamonn J., Batista, Gustavo E. A. P. A.

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Melody Transcription From Music Audio: Approaches and Evaluation by Poliner, G.E., Ellis, D.P.W., Ehmann, A.F., Gomez, E., Streich, S., Beesuan Ong

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Transcribing Multi-Instrument Polyphonic Music With Hierarchical Eigeninstruments by Grindlay, G., Ellis, D. P. W.

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Data-driven voice source waveform analysis and synthesis by Gudnason, Jon, Thomas, Mark R.P., Ellis, Daniel P.W., Naylor, Patrick A.

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Audio Set: An ontology and human-labeled dataset for audio events by Gemmeke, Jort F., Ellis, Daniel P. W., Freedman, Dylan, Jansen, Aren, Lawrence, Wade, Moore, R. Channing, Plakal, Manoj, Ritter, Marvin

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CNN architectures for large-scale audio classification by 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

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The Benefit of Temporally-Strong Labels in Audio Event Classification by Hershey, Shawn, Ellis, Daniel P W, Fonseca, Eduardo, Jansen, Aren, Liu, Caroline, Channing Moore, R, Plakal, Manoj

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Addressing Missing Labels in Large-Scale Sound Event Recognition Using a Teacher-Student Framework With Loss Masking by Fonseca, Eduardo, Hershey, Shawn, Plakal, Manoj, Ellis, Daniel P. W., Jansen, Aren, Moore, R. Channing

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Learning Sound Event Classifiers from Web Audio with Noisy Labels by Fonseca, Eduardo, Plakal, Manoj, Ellis, Daniel P. W., Font, Frederic, Favory, Xavier, Serra, Xavier

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A Large-Scale Evaluation of Acoustic and Subjective Music-Similarity Measures by Berenzweig, Adam, Logan, Beth, Daniel P. W. Ellis, Whitman, Brian

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Model-Based Expectation-Maximization Source Separation and Localization by Mandel, M.I., Weiss, R.J., Ellis, D.

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Classification-based melody transcription by Ellis, Daniel P. W., Poliner, Graham E.

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Unsupervised Learning of Semantic Audio Representations by Jansen, Aren, Plakal, Manoj, Pandya, Ratheet, Ellis, Daniel P. W., Hershey, Shawn, Liu, Jiayang, Moore, R. Channing, Saurous, Rif A.

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Beat Tracking by Dynamic Programming by Ellis, Daniel P. W.

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