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07/02/2023
RH20T: A Robotic Dataset for Learning Diverse Skills in One-Shot
A key challenge in robotic manipulation in open domains is how to acquir...
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06/25/2023
Exploring Data Redundancy in Real-world Image Classification through Data Selection
Deep learning models often require large amounts of data for training, l...
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12/10/2022
Synthetic Wave-Geometric Impulse Responses for Improved Speech Dereverberation
We present a novel approach to improve the performance of learning-based...
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05/18/2022
MESH2IR: Neural Acoustic Impulse Response Generator for Complex 3D Scenes
We propose a mesh-based neural network (MESH2IR) to generate acoustic im...
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04/04/2022
GWA: A Large High-Quality Acoustic Dataset for Audio Processing
We present the Geometric-Wave Acoustic (GWA) dataset, a large-scale audi...
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10/07/2021
FAST-RIR: Fast neural diffuse room impulse response generator
We present a neural-network-based fast diffuse room impulse response gen...
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07/19/2021
Improving Reverberant Speech Separation with Multi-stage Training and Curriculum Learning
We present a novel approach that improves the performance of reverberant...
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06/25/2021
Online Self-Attentive Gated RNNs for Real-Time Speaker Separation
Deep neural networks have recently shown great success in the task of bl...
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05/17/2021
Point-based Acoustic Scattering for Interactive Sound Propagation via Surface Encoding
We present a novel geometric deep learning method to compute the acousti...
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04/21/2021
Scene-aware Far-field Automatic Speech Recognition
We propose a novel method for generating scene-aware training data for f...
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03/31/2021
TS-RIR: Translated synthetic room impulse responses for speech augmentation
We present a method for improving the quality of synthetic room impulse ...
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10/25/2020
IR-GAN: Room Impulse Response Generator for Speech Augmentation
We present a Generative Adversarial Network (GAN) based room impulse res...
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10/10/2020
Learning Acoustic Scattering Fields for Dynamic Interactive Sound Propagation
We present a novel hybrid sound propagation algorithm for interactive ap...
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04/06/2020
Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19
The pandemic of coronavirus disease 2019 (COVID-19) is spreading all ove...
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03/26/2020
Severity Assessment of Coronavirus Disease 2019 (COVID-19) Using Quantitative Features from Chest CT Images
Background: Chest computed tomography (CT) is recognized as an important...
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11/14/2019
Scene-Aware Audio Rendering via Deep Acoustic Analysis
We present a new method to capture the acoustic characteristics of real-...
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10/23/2019
Low-frequency compensated synthetic impulse responses for improved far-field speech recognition
We propose a method for generating low-frequency compensated synthetic i...
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07/09/2019
Improving Reverberant Speech Training Using Diffuse Acoustic Simulation
We present an efficient and realistic geometric sound simulation approac...
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04/17/2019
Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural Networks
We present a novel learning-based approach to estimate the direction-of-...
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05/29/2018