Abstract: The application provides a method and an apparatus for measuring speech-image synchronicity, and a method and an apparatus for training a model, where the method for measuring speech-image synchronicity includes: acquiring a speech segment and an image segment of a video, where there is a correspondence between the speech segment and the image segment in the video; processing the speech segment and the image segment to obtain a speech feature of the speech segment and a visual feature of the image segment; and determining, according to the speech feature of the speech segment and the visual feature of the speech segment, whether there is synchronicity between the speech segment and the image segment, where the synchronicity is used for characterizing matching between a sound in the speech segment and a movement of a target character in the image segment.

Abstract: Disclosed herein is a membrane-based, in-gel loop-mediated isothermal amplification (LAMP) system, kit and method for detection of a target microorganism in a sample suspected of containing the microorganism. LAMP reagents, a lysing agent and a hydrogel are placed together on a filter membrane loaded with a pre-filtered sample. The hydrogel polymerizes over a short time to immobilize any target DNA/RNA particles on the membrane. The system may include a compact, portable device that integrates heat incubation and fluorescence illumination, and also a cloud-based smartphone image analysis application for quantitative results interpretation. If target DNA/RNA are present in the sample, fluorescent amplicons are produced as a result of LAMP reaction. The target microorganisms are detected by visually detecting the presence or absence of the amplicons.

Abstract: A portable pathogen analysis system (PPAS) designed to detect microbial pathogens at the point-of-sample collection. The system comprises a concentration tube used for the concentration of microbes in large volumes of water samples using super absorbent polymer (SAP) beads and a hand-powered centrifuge; and a processing component, which functions as a portable lab-on-a-disc droplet digital nucleic acid amplification system, which integrates DNA extraction, nucleic acid amplification, and post-amplicon analysis in a single unit. The present invention provides a fast, cost-effective, and user-friendly solution for microbial water quality analysis in low-resource settings.

Abstract: A portable pathogen analysis system (PPAS) designed to detect microbial pathogens at the point-of-sample collection. The system comprises a concentration tube used for the concentration of microbes in large volumes of water samples using super absorbent polymer (SAP) beads and a hand-powered centrifuge; and a processing component, which functions as a portable lab-on-a-disc droplet digital nucleic acid amplification system, which integrates DNA extraction, nucleic acid amplification, and post-amplicon analysis in a single unit. The present invention provides a fast, cost-effective, and user-friendly solution for microbial water quality analysis in low-resource settings.