New Sonorities for Jazz Recordings: Separation and Mixing Using Deep Neural Networks.
This webpage provides sound examples related to the paper "New Sonorities for Jazz Recordings: Separation and Mixing Using Deep Neural Networks", S.I. Mimilakis, E. Cano, J. Abesser, G. Schuller, in Proc. of the 2nd AES Workshop on Intelligent Music Production, London, UK, 13 September 2016.
Source Code Available Here
Required trained models:
Trained Models (in .zip file format).
Audio Examples
Segment #1 - The Abletones Big Band - Song of India
Original Mixture
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Solo Source
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Remixed by DNNs
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Segment #2 - Dino On The Loose - Queen's Light
Original Mixture
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Solo Source
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Remixed by DNNs
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Segment #3 - The Funny Valentines - Sleigh Ride
Original Mixture
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Solo Source
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Remixed by DNNs
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Segment #4 - Jesper Buhl Trio - What Is This Thing Called Love
Original Mixture
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Solo Source
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Remixed by DNNs
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Segment #5 - Lindy Hip Big Band - The Opener
Original Mixture
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Solo Source
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Remixed by DNNs
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Segment #6 - Selwyn Jazz - Bill Ashton's 'Much Too Much'
Original Mixture
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Solo Source
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Remixed by DNNs
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Segment #7 - Zwiepack - Air
Original Mixture
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Solo Source
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Remixed by DNNs
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Segment #8 - Zwiepack - Summertime
Original Mixture
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Solo Source
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Remixed by DNNs
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