Results 51 to 60 of about 113,907 (292)

Automatic Muscial Instrument Sound Classification

, 2005
The aim of musical instrument sound classification is to process information from audio files by a classificatory system and accurately identify musical instruments playing the processed sounds.
Alicja A. Wieczorkowska
core   +1 more source

Continuous robust sound event classification using time-frequency features and deep learning.

PLoS ONE, 2017
The automatic detection and recognition of sound events by computers is a requirement for a number of emerging sensing and human computer interaction technologies.
Ian McLoughlin, Haomin Zhang, Zhipeng Xie, Yan Song, Wei Xiao, Huy Phan   +5 more
doaj   +1 more source

Animal Sound Classification Using Dissimilarity Spaces

Applied Sciences, 2020
The classifier system proposed in this work combines the dissimilarity spaces produced by a set of Siamese neural networks (SNNs) designed using four different backbones with different clustering techniques for training SVMs for automated animal audio ...
Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Gianluca Maguolo   +3 more
doaj   +1 more source

COVID‐19 Vaccination Is Not Associated With the Development of Idiopathic Inflammatory Myositis in US Veterans

Arthritis Care &Research, EarlyView.
Objective Several case reports have proposed a potential association between COVID‐19 vaccination and the subsequent development of idiopathic inflammatory myositis (IIM). This study examined prior COVID‐19 vaccination in US veterans who developed new‐onset IIM compared to those without new‐onset IIM.
Caleb Hernández, Naomi Schlesinger, Jorge Rojas, Jessica A. Walsh, Tawnie J. Braaten, Gary A. Kunkel, Makoto Jones, Brian C Sauer, Julio Facelli, Grant W. Cannon, Dorota Lebiedz‐Odrobina   +10 more
wiley   +1 more source

Visualization and categorization of ecological acoustic events based on discriminant features

Ecological Indicators, 2021
Although sound classification in soundscape studies are generally performed by experts, the large growth of acoustic data presents a major challenge for performing such task.
Liz Maribel Huancapaza Hilasaca, Lucas Pacciullio Gaspar, Milton Cezar Ribeiro, Rosane Minghim   +3 more
doaj   +1 more source

Evaluating a Pragmatic Strength Alternative for Frailty Measurement and Assessing Its Predictive Capacity Against Established Frailty Instruments in Rheumatoid Arthritis

Arthritis Care &Research, EarlyView.
Objective Frailty occurs prematurely in rheumatoid arthritis (RA) and is associated with poor health outcomes. We compared the performance of four frailty instruments, including a pragmatic alternative measure using chair sit‐to‐stand (STS), and evaluated their abilities to predict poor health outcomes.
Kylie E. Riggles, Hannah F. Brubeck, Adrienne D. Tanus, Courtney N. Loecker, Punyasha Roul, Bryant R. England, Elizabeth R. Wahl, James S. Andrews, Namrata Singh, Joshua F. Baker, Patricia P. Katz, Dolores M. Shoback, Jose M. Garcia, Ariela R. Orkaby, Katherine D. Wysham   +14 more
wiley   +1 more source

Immune Checkpoint Inhibitor–Related Myositis and Associated Triad Overlap Syndrome

Arthritis Care &Research, EarlyView.
Objective Immune checkpoint inhibitor (ICI) myositis is a rare but a highly morbid condition, particularly with the ICI myositis triad syndrome of myositis, myocarditis, and myasthenia gravis. We report the clinical characteristics of ICI myositis and all‐cause mortality in these patients.
Selene Rubino, Grant W. Cannon, Brian C. Sauer, Jorge Rojas, Gregory J. Stoddard, Gary A. Kunkel, Jessica A. Walsh, Bryant R. England, Joshua F. Baker, Tawnie J. Braaten   +9 more
wiley   +1 more source

Distributed Sparse Approximation for Frog Sound Classification

, 2012
Sparse approximation has now become a buzzword for classification in numerous research domains. We propose a distributed sparse approximation method based on`1minimization for frog sound classification, which is tailored to the resource constrained ...
Bo Wei, Chun Tung Chou, Rana, Rajib Kumar, Kumar Rana, R., Rajib Kumar Rana, Wen Hu, Wei, B. (Bo), Hu, Wen, Mingrui Yang, Chou, Chun Tung, Yang, Mingrui, Wei, Bo   +11 more
core   +1 more source

From Sensors to Insights: Interpretable Audio-Based Machine Learning for Real-Time Vehicle Fault and Emergency Sound Classification

Machines
Unrecognized mechanical faults and emergency sounds in vehicles can compromise safety, particularly for individuals with hearing impairments and in sound-insulated or autonomous driving environments.
Mahmoud Badawy, Amr Rashed, Amna Bamaqa, Hanaa A. Sayed, Rasha Elagamy, Malik Almaliki, Tamer Ahmed Farrag, Mostafa A. Elhosseini   +7 more
doaj   +1 more source

PROTAX-Sound: A probabilistic framework for automated animal sound identification.

PLoS ONE, 2017
Autonomous audio recording is stimulating new field in bioacoustics, with a great promise for conducting cost-effective species surveys. One major current challenge is the lack of reliable classifiers capable of multi-species identification.
Ulisses Moliterno de Camargo, Panu Somervuo, Otso Ovaskainen   +2 more
doaj   +1 more source