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02/20/2023
A DNN based Normalized Time-frequency Weighted Criterion for Robust Wideband DoA Estimation
Deep neural networks (DNNs) have greatly benefited direction of arrival ...
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10/13/2022
Improved Bounds on Neural Complexity for Representing Piecewise Linear Functions
A deep neural network using rectified linear units represents a continuo...
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11/17/2021
A Generalized Proportionate-Type Normalized Subband Adaptive Filter
We show that a new design criterion, i.e., the least squares on subband ...
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11/10/2021
ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees
Models recently used in the literature proving residual networks (ResNet...
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06/09/2021
Intermittent Speech Recovery
A large number of Internet of Things (IoT) devices today are powered by ...
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04/07/2016