Benchmarking Diffusion Annealing-Based Bayesian Inverse Problem Solvers [0.03%]
基于扩散弛豫的贝叶斯逆问题求解器基准测试
Evan Scope Crafts,Umberto Villa
Evan Scope Crafts
In recent years, the ascendance of diffusion modeling as a state-of-the-art generative modeling approach has spurred significant interest in their use as priors in Bayesian inverse problems. However, it is unclear how to optimally integrate...
An Overview of the ADReSS-M Signal Processing Grand Challenge on Multilingual Alzheimer's Dementia Recognition Through Spontaneous Speech [0.03%]
ADReSS-M多语种自发口语阿尔茨海默病语音识别大赛综述
Saturnino Luz,Fasih Haider,Davida Fromm et al.
Saturnino Luz et al.
The ADReSS-M Signal Processing Grand Challenge was held at the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023. The challenge targeted difficult automatic prediction problems of great societal and ...
Marco S Fabus,Mark W Woolrich,Catherine W Warnaby et al.
Marco S Fabus et al.
The analysis of harmonics and non-sinusoidal waveform shape in time-series data is growing in importance. However, a precise definition of what constitutes a harmonic is lacking. In this paper, we propose a rigorous definition of when to co...
Joint Calibration and Synchronization of Two Arrays of Microphones and Loudspeakers using Particle Swarm Optimization [0.03%]
基于粒子群优化的双麦克风扬声器阵列的联合校准与同步方法研究
Anton Kovalyov,Kashyap Patel,Issa Panahi
Anton Kovalyov
This work presents a methodology for the joint calibration and synchronization of two arrays of microphones and loudspeakers. The problem is modeled as estimation of the rigid motion of one array with respect to the other, as well as estima...
A Compressed Sensing Approach to Pooled RT-PCR Testing for COVID-19 Detection [0.03%]
用于COVID-19检测的池化RT-PCR检测压缩感知方法
Sabyasachi Ghosh,Rishi Agarwal,Mohammad Ali Rehan et al.
Sabyasachi Ghosh et al.
We propose 'Tapestry', a single-round pooled testing method with application to COVID-19 testing using quantitative Reverse Transcription Polymerase Chain Reaction (RT-PCR) that can result in shorter testing time and conservation of reagent...