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SINGING VOICE SEPARATION WITH DEEP U-NET CONVOLUTIONAL NETWORKS
SINGING VOICE SEPARATION WITH DEEP U-NET CONVOLUTIONAL NETWORKS
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机译：用深U-Net卷积网络唱歌语音分离
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摘要
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.
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