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03/27/2021
On TasNet for Low-Latency Single-Speaker Speech Enhancement
In recent years, speech processing algorithms have seen tremendous progr...
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09/03/2019
On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement
Many deep learning-based speech enhancement algorithms are designed to m...
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08/31/2018
Single-Microphone Speech Enhancement and Separation Using Deep Learning
The cocktail party problem comprises the challenging task of understandi...
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06/21/2018
On the Equivalence between Objective Intelligibility and Mean-Squared Error for Deep Neural Network based Speech Enhancement
Although speech enhancement algorithms based on deep neural networks (DN...
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02/02/2018
Monaural Speech Enhancement using Deep Neural Networks by Maximizing a Short-Time Objective Intelligibility Measure
In this paper we propose a Deep Neural Network (DNN) based Speech Enhanc...
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08/31/2017
Joint Separation and Denoising of Noisy Multi-talker Speech using Recurrent Neural Networks and Permutation Invariant Training
In this paper we propose to use utterance-level Permutation Invariant Tr...
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07/01/2016