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Real-time single-channel deep neural network-based speech enhancement on edge devices

In this paper, we present a deep neural network architecture comprising of both convolutional neural network (CNN) and recurrent neural network (RNN) layers for real-time single-channel speech enhancement (SE). The proposed neural network model focuses on enhancing the noisy speech magnitude spectru...

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Bibliographic Details
Published in:Interspeech
Main Authors: Shankar, Nikhil, Bhat, Gautam Shreedhar, Panahi, Issa M.S
Format: Artigo
Language:Inglês
Published: 2020
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC8064406/
https://ncbi.nlm.nih.gov/pubmed/33898608
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.21437/Interspeech.2020-1901
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