research
∙
08/25/2023
ChainedFilter: Combining Membership Filters by Chain Rule
Membership (membership query / membership testing) is a fundamental prob...
share
research
∙
03/13/2023
RIS-Jamming: Breaking Key Consistency in Channel Reciprocity-based Key Generation
Channel Reciprocity-based Key Generation (CRKG) exploits reciprocal chan...
research
∙
10/26/2022
Hybrid HMM Decoder For Convolutional Codes By Joint Trellis-Like Structure and Channel Prior
The anti-interference capability of wireless links is a physical layer p...
research
∙
08/05/2022
IDLat: An Importance-Driven Latent Generation Method for Scientific Data
Deep learning based latent representations have been widely used for num...
research
∙
07/25/2022
VDL-Surrogate: A View-Dependent Latent-based Model for Parameter Space Exploration of Ensemble Simulations
We propose VDL-Surrogate, a view-dependent neural-network-latent-based s...
research
∙
07/14/2022
Efficient Interpolation-based Pathline Tracing with B-spline Curves in Particle Dataset
Particle tracing through numerical integration is a well-known approach ...
research
∙
03/22/2022
Joint Noise Reduction and Listening Enhancement for Full-End Speech Enhancement
Speech enhancement (SE) methods mainly focus on recovering clean speech ...
research
∙
09/16/2021
DDS: A new device-degraded speech dataset for speech enhancement
A large and growing amount of speech content in real-life scenarios is b...
research
∙
05/27/2021
Time Varying Particle Data Feature Extraction and Tracking with Neural Networks
Analyzing particle data plays an important role in many scientific appli...
research
∙
04/17/2021
Multi-Metric Optimization using Generative Adversarial Networks for Near-End Speech Intelligibility Enhancement
The intelligibility of speech severely degrades in the presence of envir...
research
∙
11/10/2020
Enhancing Low-Quality Voice Recordings Using Disentangled Channel Factor and Neural Waveform Model
High-quality speech corpora are essential foundations for most speech ap...
research
∙
11/08/2020
Denoising-and-Dereverberation Hierarchical Neural Vocoder for Robust Waveform Generation
This paper presents a denoising and dereverberation hierarchical neural ...
research
∙
05/16/2020
Improved Prosody from Learned F0 Codebook Representations for VQ-VAE Speech Waveform Reconstruction
Vector Quantized Variational AutoEncoders (VQ-VAE) are a powerful repres...
research
∙
04/02/2020
iMetricGAN: Intelligibility Enhancement for Speech-in-Noise using Generative Adversarial Network-based Metric Learning
The intelligibility of natural speech is seriously degraded when exposed...
research
∙
04/19/2019
NNVA: Neural Network Assisted Visual Analysis of Yeast Cell Polarization Simulation
Complex computational models are often designed to simulate real-world p...
research
∙
10/27/2017
Espresso: Brewing Java For More Non-Volatility with Non-volatile Memory
Fast, byte-addressable non-volatile memory (NVM) embraces both near-DRAM...
research
∙
10/26/2016