Singing voice separation with deep u-net convolutional networks
AssigneeSpotify AB
InventorsAndreas Simon Thore Jansson, Angus William Sackfield, Ching Chuan Sung
Life of this patent
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AssigneeSpotify AB
InventorsAndreas Simon Thore Jansson, Angus William Sackfield, Ching Chuan Sung
Estimating the term…
A system, method and computer product for training a neural network system. The method comprises applying an audio signal to the neural network system, the audio signal including a vocal component and a non-vocal component. The method also comprises comparing an output of the neural network system to a target signal, and adjusting at least one parameter of the neural network system to reduce a result of the comparing, for training the neural network system to estimate one of the vocal component and the non-vocal component. In one example embodiment, the system comprises a U-Net architecture. After training, the system can estimate vocal or instrumental components of an audio signal, depending on which type of component the system is trained to estimate.
A method, comprising:
A media player system, comprising:
A non-transitory computer-readable medium storing instructions which, when executed by a computer processor, causes the computer processor to perform a method, the method comprising:
Dependencies are inferred from the claim text.