A review of infant cry analysis and classification
This paper reviews recent research works in infant cry signal analysis and classification
tasks. A broad range of literatures are reviewed mainly from the aspects of data acquisition …
tasks. A broad range of literatures are reviewed mainly from the aspects of data acquisition …
Video and audio processing in paediatrics: A review
Objective: Video and sound acquisition and processing technologies have seen great
improvements in recent decades, with many applications in the biomedical area. The aim of …
improvements in recent decades, with many applications in the biomedical area. The aim of …
Predicting anxiety and depression in elderly patients using machine learning technology
A Sau, I Bhakta - Healthcare Technology Letters, 2017 - Wiley Online Library
Anxiety and depression are two important mental health problems among the geriatric
population. They are often undiagnosed and directly or indirectly responsible for various …
population. They are often undiagnosed and directly or indirectly responsible for various …
An Efficient Classification of Neonates Cry Using Extreme Gradient Boosting‐Assisted Grouped‐Support‐Vector Network
CY Chang, S Bhattacharya… - Journal of healthcare …, 2021 - Wiley Online Library
The cry is a loud, high pitched verbal communication of infants. The very high fundamental
frequency and resonance frequency characterize a neonatal infant cry having certain …
frequency and resonance frequency characterize a neonatal infant cry having certain …
Artificial intelligence speech recognition model for correcting spoken English teaching
D Ran, W Yingli, Q Haoxin - Journal of Intelligent & Fuzzy …, 2021 - content.iospress.com
Artificial intelligence speech recognition technology is an important direction in the field of
human-computer interaction. The use of speech recognition technology to assist teachers in …
human-computer interaction. The use of speech recognition technology to assist teachers in …
Improved binary dragonfly optimization algorithm and wavelet packet based non-linear features for infant cry classification
Background and objective Infant cry signal carries several levels of information about the
reason for crying (hunger, pain, sleepiness and discomfort) or the pathological status …
reason for crying (hunger, pain, sleepiness and discomfort) or the pathological status …
Infant cry signal diagnostic system using deep learning and fused features
Y Zayed, A Hasasneh, C Tadj - Diagnostics, 2023 - mdpi.com
Early diagnosis of medical conditions in infants is crucial for ensuring timely and effective
treatment. However, infants are unable to verbalize their symptoms, making it difficult for …
treatment. However, infants are unable to verbalize their symptoms, making it difficult for …
Intelligent English translation system based on evolutionary multi-objective optimization algorithm
X Song - Journal of Intelligent & Fuzzy Systems, 2021 - content.iospress.com
The difficulty of obtaining the characteristics of the corpus database of neural machine
translation is a factor hindering its development. In order to improve the effect of English …
translation is a factor hindering its development. In order to improve the effect of English …
Automated newborn cry diagnostic system using machine learning approach
FS Matikolaie, Y Kheddache, C Tadj - Biomedical Signal Processing and …, 2022 - Elsevier
Researchers have found that crying is an acoustic symptom among unhealthy newborns.
This study aims to develop a non-invasive newborn cry diagnostic system (NCDS) using …
This study aims to develop a non-invasive newborn cry diagnostic system (NCDS) using …
Optimal tuning of support vector machines and k-NN algorithm by using Bayesian optimization for newborn cry signal diagnosis based on audio signal processing …
Recently, the number of machine learning models used to classify cry signals of healthy and
unhealthy newborns has been significantly increasing. Various works have already reported …
unhealthy newborns has been significantly increasing. Various works have already reported …