AIMC Topic: Sound

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Enhancing Situational Awareness with VAS-Compass Net for the Recognition of Directional Vehicle Alert Sounds.

Sensors (Basel, Switzerland) Oct 24, 2024
People with hearing impairments often face increased risks related to traffic accidents due to their reduced ability to perceive surrounding sounds. Given the cost and usage limitations of traditional hearing aids and cochlear implants, this study ai...
Neural Networks, Computer Algorithms Accidents, Traffic Sound Awareness Humans
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Comparison of measurement of integrated relaxation pressure by esophageal manometry with analysis of swallowing sounds with artificial intelligence in patients with achalasia.

Neurogastroenterology and motility Oct 6, 2024
BACKGROUND: Esophageal motility disorders are mainly evaluated with high-resolution manometry (HRM) which is a time-consuming and uncomfortable procedure with potential adverse events. Acoustic characterization of the swallowing has the potential to ...
Aged Adult Male Humans Artificial Intelligence Deglutition Middle Aged Female Manometry Sound Esophageal Achalasia Deglutition Disorders
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Intelligent Song Recognition via a Hollow-Microstructure-Based, Ultrasensitive Artificial Eardrum.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Sep 20, 2024
Artificial ears with intelligence, which can sensitively detect sound-a variant of pressure-and generate consciousness and logical decision-making abilities, hold great promise to transform life. However, despite the emerging flexible sensors for sou...
Artificial Intelligence Machine Learning Equipment Design Humans Sound Tympanic Membrane Music
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Prediction of Vascular Access Stenosis by Lightweight Convolutional Neural Network Using Blood Flow Sound Signals.

Sensors (Basel, Switzerland) Sep 12, 2024
This research examines the application of non-invasive acoustic analysis for detecting obstructions in vascular access (fistulas) used by kidney dialysis patients. Obstructions in these fistulas can interrupt essential dialysis treatment. In this stu...
Vascular Access Devices Middle Aged Deep Learning Renal Dialysis Signal Processing, Computer-Assisted Constriction, Pathologic Sound Neural Networks, Computer Female Male Humans
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Bridging auditory perception and natural language processing with semantically informed deep neural networks.

Scientific reports Sep 9, 2024
Sound recognition is effortless for humans but poses a significant challenge for artificial hearing systems. Deep neural networks (DNNs), especially convolutional neural networks (CNNs), have recently surpassed traditional machine learning in sound c...
Humans Neural Networks, Computer Deep Learning Semantics Auditory Perception Natural Language Processing Sound
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The application of blood flow sound contrastive learning to predict arteriovenous graft stenosis of patients with hemodialysis.

PloS one Aug 16, 2024
End-stage kidney disease (ESKD) presents a significant public health challenge, with hemodialysis (HD) remaining one of the most prevalent kidney replacement therapies. Ensuring the longevity and functionality of arteriovenous accesses is challenging...
Graft Occlusion, Vascular Sound Machine Learning Male Arteriovenous Shunt, Surgical Renal Dialysis Humans Female Middle Aged Kidney Failure, Chronic Aged Neural Networks, Computer Constriction, Pathologic
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AcousTac: Tactile Sensing with Acoustic Resonance for Electronics-Free Soft Skin.

Soft robotics Aug 2, 2024
Sound is a rich information medium that transmits through air; people communicate through speech and can even discern material through tapping and listening. To capture frequencies in the human hearing range, commercial microphones typically have a s...
Touch Equipment Design Humans Acoustics Skin Robotics Sound Electronics Vibration
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Deep-Learning-Based detection of recreational vessels in an estuarine soundscape in the May River, South Carolina, USA.

PloS one Jul 8, 2024
This paper presents a deep-learning-based method to detect recreational vessels. The method takes advantage of existing underwater acoustic measurements from an Estuarine Soundscape Observatory Network based in the estuaries of South Carolina (SC), U...
Humans Deep Learning Rivers Recreation Acoustics Estuaries Ships South Carolina Sound
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Combining Sound and Deep Neural Networks for the Measurement of Jump Height in Sports Science.

Sensors (Basel, Switzerland) May 29, 2024
Jump height tests are employed to measure lower-limb muscle power of athletic and non-athletic populations. The most popular instruments for this purpose are jump mats and, in recent years, smartphone apps, which compute jump height through the manua...
Mobile Applications Sports Muscle Strength Neural Networks, Computer Humans Male Sound Smartphone
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InsectSound1000 An insect sound dataset for deep learning based acoustic insect recognition.

Scientific data May 9, 2024
InsectSound1000 is a dataset comprising more than 169000 labelled sound samples of 12 insects. The insect sound level spans from very loud (Bombus terrestris) to inaudible to human ears (Aphidoletes aphidimyza). The samples were extracted from more t...
Animals Deep Learning Insecta Acoustics Sound
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