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Bespoke Neural Networks for Score-Informed Source Separation

Sep 29, 2020
Ethan Manilow, Bryan Pardo

* ISMIR 2020 - Late Breaking Demo 

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audioLIME: Listenable Explanations Using Source Separation

Sep 07, 2020
Verena Haunschmid, Ethan Manilow, Gerhard Widmer

* In The 13th International Workshop on Machine Learning and Music, ECML-PKDD 2020 

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Towards Musically Meaningful Explanations Using Source Separation

Sep 04, 2020
Verena Haunschmid, Ethan Manilow, Gerhard Widmer

* 6+2 pages, 4 figures; Submitted to International Society for Music Information Retrieval Conference 2020 

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Simultaneous Separation and Transcription of Mixtures with Multiple Polyphonic and Percussive Instruments

Oct 22, 2019
Ethan Manilow, Prem Seetharaman, Bryan Pardo

* Submitted to ICASSP 2020 

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Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity

Sep 18, 2019
Ethan Manilow, Gordon Wichern, Prem Seetharaman, Jonathan Le Roux

* Accepted for publication at WASPAA 2019 

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WHAM!: Extending Speech Separation to Noisy Environments

Jul 02, 2019
Gordon Wichern, Joe Antognini, Michael Flynn, Licheng Richard Zhu, Emmett McQuinn, Dwight Crow, Ethan Manilow, Jonathan Le Roux

* Accepted for publication at Interspeech 2019 

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