Distinguishing apathy and depression in older adults with mild cognitive impairment using text, audio, and video based on multiclass classification and shapely additive explanations
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Geriatric Psychiatry"
DOI: 10.1002/gps.5827
Abstract: This study aimed to develop a classification model to detect and distinguish apathy and depression based on text, audio, and video features and to make use of the shapely additive explanations (SHAP) toolkit to increase… read more here.
Keywords: audio video; classification; text audio; additive explanations ... See more keywords
Ambulatory audio and video recording for digital phenotyping in schizophrenia: Adherence & data usability
Sign Up to like & getrecommendations! Published in 2022 at "Psychiatry Research"
DOI: 10.1016/j.psychres.2022.114485
Abstract: Ambulatory audio and video recording provides a wealth of information which can be used for a broad range of applications, including digital phenotyping, telepsychiatry, and telepsychology. However, these technologies are in their infancy, and guidelines… read more here.
Keywords: digital phenotyping; video recording; ambulatory audio; audio video ... See more keywords
EAV: EEG-Audio-Video Dataset for Emotion Recognition in Conversational Contexts
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Data"
DOI: 10.1038/s41597-024-03838-4
Abstract: Understanding emotional states is pivotal for the development of next-generation human-machine interfaces. Human behaviors in social interactions have resulted in psycho-physiological processes influenced by perceptual inputs. Therefore, efforts to comprehend brain functions and human behavior… read more here.
Keywords: eeg audio; emotion recognition; emotion; audio video ... See more keywords
Subjective video quality evaluation of different content types under different impairments
Sign Up to like & getrecommendations! Published in 2017 at "New Review of Hypermedia and Multimedia"
DOI: 10.1080/13614568.2016.1152310
Abstract: ABSTRACT Nowadays, access to multimedia content is one of the most demanded services on the Internet. However, the transmission of audio and video over these networks is not free of problems that negatively affect user… read more here.
Keywords: video; quality; audio video; evaluation different ... See more keywords
Emotion Recognition with Audio, Video, EEG, and EMG: A Dataset and Baseline Approaches
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3146729
Abstract: This paper describes a new posed multimodal emotional dataset and compares human emotion classification based on four different modalities -audio, video, electromyography (EMG), and electroencephalography (EEG). Results are reported with several baseline approaches using various… read more here.
Keywords: audio video; baseline; emotion; dataset ... See more keywords
A Survey on Audio-Video based Defect Detection through Deep Learning in Railway Maintenance
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3183102
Abstract: Within Artificial Intelligence, Deep Learning (DL) represents a paradigm that has been showing unprecedented performance in image and audio processing by supporting or even replacing humans in defect and anomaly detection. The Railway sector is… read more here.
Keywords: audio video; railway maintenance; maintenance; detection ... See more keywords
Increasing Importance of Joint Analysis of Audio and Video in Computer Vision: A Survey
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3391817
Abstract: The joint analysis of audio and video is a powerful tool that can be applied to various contexts, including action, speech, and sound recognition, audio-visual video parsing, emotion recognition in affective computing, and self-supervised training… read more here.
Keywords: joint analysis; video; audio visual; analysis audio ... See more keywords
CoughSlowFast: Cough Recognition With Audio and Video Signal Fusion
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2025.3612351
Abstract: The recognition of coughs plays a critical role in the diagnosis of respiratory diseases and the monitoring of public health. Traditional audio-based methods are highly susceptible to noise and lack spatial awareness, while visual methods… read more here.
Keywords: fusion; cough; audio; cough recognition ... See more keywords
Audio, video, chat, email, or survey: How much does online interview mode matter?
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0263876
Abstract: In the design of qualitative interview studies, researchers are faced with the challenge of choosing between many different methods of interviewing participants. This decision is particularly important when sensitive topics are involved. Even prior to… read more here.
Keywords: audio video; interview; anonymity; online interview ... See more keywords
Android-Based Audio Video Navigation System Forensics: A Case Study
Sign Up to like & getrecommendations! Published in 2023 at "Applied Sciences"
DOI: 10.3390/app13106176
Abstract: Vehicle digital forensics includes the process of collecting and analysing digital data stored in vehicles to find evidence related to traffic accidents or crime scenes. Through this process, we can reconstruct digital events by recognizing… read more here.
Keywords: system; audio video; avn systems; video navigation ... See more keywords
“Video Killed the Radio Star”: Transitioning from an Audio- to a Video-Based Exam in Hungarian Language Classes for International Medical Students
Sign Up to like & getrecommendations! Published in 2025 at "Education Sciences"
DOI: 10.3390/educsci15020161
Abstract: This action research examines the transition from audio- to video-based tasks in the final Medical Hungarian exam for international medical students, aiming to better align assessment with real-life language needs and enhance student motivation. Conducted… read more here.
Keywords: video; international medical; video based; language ... See more keywords