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08/22/2023
PCMC-T1: Free-breathing myocardial T1 mapping with Physically-Constrained Motion Correction
T1 mapping is a quantitative magnetic resonance imaging (qMRI) technique...
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07/15/2021
Objective Metrics to Evaluate Residual-Echo Suppression During Double-Talk
Human subjective evaluation is optimal to assess speech quality for huma...
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06/29/2021
Convolutional Sparse Coding Fast Approximation with Application to Seismic Reflectivity Estimation
In sparse coding, we attempt to extract features of input vectors, assum...
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06/25/2021
Voice Activity Detection for Transient Noisy Environment Based on Diffusion Nets
We address voice activity detection in acoustic environments of transien...
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06/25/2021
Nonlinear Acoustic Echo Cancellation with Deep Learning
We propose a nonlinear acoustic echo cancellation system, which aims to ...
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06/25/2021
Deep Residual Echo Suppression with A Tunable Tradeoff Between Signal Distortion and Echo Suppression
In this paper, we propose a residual echo suppression method using a UNe...
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06/25/2021
Evaluation of Deep-Learning-Based Voice Activity Detectors and Room Impulse Response Models in Reverberant Environments
State-of-the-art deep-learning-based voice activity detectors (VADs) are...
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08/18/2017
Data-Driven Tree Transforms and Metrics
We consider the analysis of high dimensional data given in the form of a...
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04/11/2016
Kernel-based Sensor Fusion with Application to Audio-Visual Voice Activity Detection
In this paper, we address the problem of multiple view data fusion in th...
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06/25/2015
Diffusion Nets
Non-linear manifold learning enables high-dimensional data analysis, but...
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10/14/2012
Image Processing using Smooth Ordering of its Patches
We propose an image processing scheme based on reordering of its patches...
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11/20/2011
Redundant Wavelets on Graphs and High Dimensional Data Clouds
In this paper, we propose a new redundant wavelet transform applicable t...
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11/20/2010