AI Article Synopsis
- Emergency doctors need a better way to understand speech, especially when it’s noisy around them.
- There are challenges like loud background noise and people talking at the same time during emergencies.
- A new system is being developed that uses a special method to focus on a specific doctor’s voice, which could make communication during emergencies clearer and safer.
Article Abstract
Automated speech recognition technology with robust performance in various environments is highly needed by emergency clinicians, but there are few successful cases. One main challenge is the wide variety of environmental interference involved during a typical prehospital care emergency service such as background noises and overlapping speech. To solve this problem, we try to establish an environmentally robust speech assistant system with the help of the proposed personalized speech enhancement (PSE) method, which utilizes the target physician's voiceprint feature to suppress non-target signal components. We demonstrate its potential value using both general public test set and our real EMS test set by evaluating the objective speech quality metrics, DNSMOS, and the recognition accuracy. Hopefully, the proposed method will raise EMS efficiency and security against non-target speech.
Download full-text PDF |
Source |
|---|---|
| http://dx.doi.org/10.3233/SHTI231129 | DOI Listing |
Publication Analysis
Top Keywords
Similar Publications
Assessing water quality restoration measures in Lake Pampulha (Brazil) through remote sensing imagery.
Environ Sci Pollut Res Int
January 2025
LEESU, Ecole des Ponts Paris Tech, UPEC, AgroParisTech, F-77455 Marne-la-Vallée, Paris, France.
Urban reservoirs are frequently exposed to impacts from high population density, polluting activities, and the absence of environmental control measures and monitoring. In this study, we investigated the use of satellite imagery to assess restoration measures and support decision-making in a hypereutrophic urban reservoir. Since 2016, Lake Pampulha (Brazil) has undergone restoration measures, including the application of Phoslock®, to mitigate its poor water quality conditions.
View Article and Find Full Text PDFDry crude pomegranate peel extract as a bio-input for medicinal pharmaceutical gel with healing activity.
Chem Biodivers
January 2025
UFES: Universidade Federal do Espirito Santo, Center of Exact, Natural and Health Sciences, Alto Universitário, Alegre, BRAZIL.
The sustainable use of pomegranate peel, a by-product of the food industry, is gaining importance in developing pharmaceutical bio-inputs, aligning with circular economy practices and waste reduction. This study explores the application of dry crude pomegranate peel extract (PPE) as a bio-input for medicinal gels with wound healing properties. PPE was extracted via percolation in ethanol and freeze-dried.
View Article and Find Full Text PDFEnd-to-end underwater acoustic transmission loss prediction with adaptive multi-scale dilated network.
J Acoust Soc Am
January 2025
College of Meteorology and Oceanography, National University of Defense Technology, Changsha 410073, China.
Underwater acoustic propagation is a complex phenomenon in the ocean environment. Traditional methods for calculating acoustic propagation loss rely on solving complex partial differential equations. Deep learning methods, leveraging their robust nonlinear approximation capabilities, can model various physical phenomena effectively, significantly reducing computation time and cost.
View Article and Find Full Text PDFAdvances in Organic Fluorescent and Colorimetric Probes for The Detection of Cu and Their Applications in Cancer Cell Imaging (2020-2024).
Crit Rev Anal Chem
January 2025
Department of Oral & Maxillofacial Surgery and Diagnostic Sciences, Faculty of Dentistry, Taif University, Taif, Saudi Arabia.
Organic fluorescence and colorimetric probes have emerged as vital tools for detecting metal ions, due to their high sensitivity, selectivity, and rapid response times. Copper, an essential trace element, plays a critical role in biological systems, yet its imbalance can lead to severe disorders such as neurodegenerative diseases, cancer, and Wilson's disease. Over the past few years, advancements in probe design have unlocked innovative avenues for not only detecting Cu in environmental and biological samples but also for visualizing its distribution through fluorescence imaging.
View Article and Find Full Text PDFComparing to three other enteric pathogens in OligoMM mice reveals pathogen-specific host and microbiota responses.
Gut Microbes
December 2025
Institute of Microbiology, Department of Biology, ETH Zurich, Zurich, Switzerland.
, non-typhoidal spp., and enteropathogenic/enterohemorrhagic (EPEC/EHEC) are leading causes of food-borne illness worldwide. has been used to model EPEC and EHEC infection in mice.
View Article and Find Full Text PDFWant AI Summaries of new PubMed Abstracts delivered to your In-box?
Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!