Two-Step Sound Source Separation: Training On Learned Latent Targets

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Two-Step Sound Source Separation: Training On Learned Latent Targets


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Two-Step Sound Source Separation: Training On Learned Latent Targets

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In this paper, we propose a two-step training procedure for source separation via a deep neural network. In the first step we learn a transform (and it's inverse) to a latent space where masking-based separation performance using oracles is optimal. For t
In this paper, we propose a two-step training procedure for source separation via a deep neural network. In the first step we learn a transform (and it's inverse) to a latent space where masking-based separation performance using oracles is optimal. For t