Deep neural network based speech separation optimizing an objective estimator of intelligibility for low latency applications

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Naithani, Gaurav; Nikunen, Joonas; Bramsløw, Lars; Virtanen, Tuomas;
  • Subject: Computer Science - Sound | Electrical Engineering and Systems Science - Audio and Speech Processing

Mean square error (MSE) has been the preferred choice as loss function in the current deep neural network (DNN) based speech separation techniques. In this paper, we propose a new cost function with the aim of optimizing the extended short time objective intelligibility... View more
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