A large-scale multimodal dataset of human speech recognition

Y Ge, C Tang, H Li, Z Zhang, W Li, K Chetty… - arXiv preprint arXiv …, 2023 - arxiv.org
Nowadays, non-privacy small-scale motion detection has attracted an increasing amount of
research in remote sensing in speech recognition. These new modalities are employed to …

A comprehensive multimodal dataset for contactless lip reading and acoustic analysis

Y Ge, C Tang, H Li, Z Chen, J Wang, W Li, J Cooper… - Scientific Data, 2023 - nature.com
Small-scale motion detection using non-invasive remote sensing techniques has recently
garnered significant interest in the field of speech recognition. Our dataset paper aims to …

Remote optical sensing of heart sounds for biometric identification using information fusion

H Li, M Vaskeviciute, I Starshynov… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Machine learning (ML) has extensive applications in healthcare for the classification of vital
and health signals from raw data. This method both improves the existing measurement …

Low photon-number stand-off speckle holography at kHz frame rates

O Wolley, T Gregory, SP Mekhail, R Archibald… - Optics …, 2024 - opg.optica.org
Stand-off imaging using active illumination is challenging as the intensity of the
backscattered light drops with the square of the distance to the target. Homodyne or …

Two-dimensional displacement estimation of one-dimensional laser speckle images for detection of acoustic vibration

NH Xia, CF Xie, YS Liu, B Wei, HL Zhang, Z Guo… - Applied Optics, 2023 - opg.optica.org
Detection and recovery of audio signals using optical methods is an appealing topic.
Observing the movement of secondary speckle patterns is a convenient method for such a …

Laser image refractive index sensor based on the combination of a coreless optical fiber and a digital camera

J Guo, F Lan, X Chen, H Liu - Optoelectronics Letters, 2025 - Springer
As a laser passes through a scattering medium, the light interacts with the irregular
reflections within the medium, resulting in light scattering and the formation of speckles. In …

AI enabled RF sensing of Diversified Human-Centric Monitoring

Y Ge - 2024 - theses.gla.ac.uk
This thesis delves into the application of various RF signaling techniques in HumanCentric
Monitoring (HCM), specifically focusing on WiFi, LoRa, Ultra-wideband (UWB) radars, and …

[PDF][PDF] a comprehensive multimodal dataset for contactless lip reading and acoustic analysis

J Cooper, K Chetty, D Faccio, M Imran - physics.gla.ac.uk
Methods Firstly, we conducted a literature review to establish the necessary sensors and
experimental setup for radar-based speech recognition, given the absence of a standard …