Speech Emotion and Naturalness Recognitions With Multitask and Single-Task Learnings
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3189481
Abstract: This paper evaluates speech emotion and naturalness recognitions by utilizing deep learning models with multitask learning and single-task learning approaches. The emotion model accommodates valence, arousal, and dominance attributes known as dimensional emotion. The naturalness… read more here.
Keywords: dimensional emotion; multitask learning; emotion; task ... See more keywords
Effect of Single-Leg Squat Speed and Depth on Dynamic Postural Control Under Single-Task and Dual-Task Paradigms.
Sign Up to like & getrecommendations! Published in 2019 at "Journal of applied biomechanics"
DOI: 10.1123/jab.2018-0327
Abstract: Although single-leg squats are a common dynamic balance clinical assessment, little is known about the relationship between parameters that influence squat movement and postural control performance. The objective of this study was to determine the… read more here.
Keywords: dual task; single leg; task; single task ... See more keywords
Association of subsequent falls with evidence of dual-task interference while walking in community-dwelling individuals after stroke
Sign Up to like & getrecommendations! Published in 2020 at "Clinical Rehabilitation"
DOI: 10.1177/0269215520923700
Abstract: Objective: The aim of this study was to examine the fall predictive value of single-task walking tests and extent of interference observed in dual-task walking tests in ambulatory individuals post stroke. Design: This is an… read more here.
Keywords: dual task; task; task walking; interference ... See more keywords
A neural network multi-task learning approach to biomedical named entity recognition
Sign Up to like & getrecommendations! Published in 2017 at "BMC Bioinformatics"
DOI: 10.1186/s12859-017-1776-8
Abstract: BackgroundNamed Entity Recognition (NER) is a key task in biomedical text mining. Accurate NER systems require task-specific, manually-annotated datasets, which are expensive to develop and thus limited in size. Since such datasets contain related but… read more here.
Keywords: multi task; single task; task; task model ... See more keywords
Proteomic Discovery of Noninvasive Biomarkers Associated With Sport-Related Concussions
Sign Up to like & getrecommendations! Published in 2022 at "Neurology"
DOI: 10.1212/wnl.0000000000013001
Abstract: Background and Objectives Sport-related concussions affect millions of individuals across the United States each year, and current techniques to diagnose and monitor them rely largely on subjective measures. Our goal was to discover and validate… read more here.
Keywords: noninvasive biomarkers; concussion; sport related; task gait ... See more keywords
Influential Factors and Preliminary Reference Data for a Clinically Feasible, Functional Reaction Time Assessment: The Standardized Assessment of Reaction Time (StART).
Sign Up to like & getrecommendations! Published in 2022 at "Journal of athletic training"
DOI: 10.4085/1062-6050-0073.22
Abstract: CONTEXT Clinical reaction time (RT) measures are frequently used when examining concussion, but do not correlate with functional movement RT. We developed the Standardized Assessment of RT (StART) to emulate the rapid cognitive and whole-body… read more here.
Keywords: reaction; history; reaction time; single task ... See more keywords