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01/22/2021
Towards efficient models for real-time deep noise suppression
With recent research advancements, deep learning models are becoming att...
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01/28/2020
Weighted Speech Distortion Losses for Neural-network-based Real-time Speech Enhancement
This paper investigates several aspects of training a RNN (recurrent neu...
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03/16/2019
Non-intrusive speech quality assessment using neural networks
Estimating the perceived quality of an audio signal is critical for many...
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05/02/2018
Convolutional-Recurrent Neural Networks for Speech Enhancement
We propose an end-to-end model based on convolutional and recurrent neur...
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02/16/2018
Constrained Convolutional-Recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
For a speech-enhancement algorithm, it is highly desirable to simultaneo...
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12/04/2017