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 …

A machine learning approach to classify biomedical acoustic features for baby cries

G Aggarwal, K Jhajharia, J Izhar, M Kumar… - Journal of Voice, 2023 - Elsevier
Communication is imperative for living beings for exchanging information. But for newborns,
the only way of communicating with the world is through crying, and it is the only medium …

Infant cry classification by using different deep neural network models and hand-crafted features

T Ozseven - Biomedical Signal Processing and Control, 2023 - Elsevier
Crying is the way babies communicate with the outside world. These cries may be related to
the needs of the baby or maybe an expression of a medical disorder. For this reason, infant …

A Narrative Review on Different Novel Machine Learning Techniques for Detecting Pathologies in Infants From Born Baby Cries

P Kumari, K Mahto - Journal of Voice, 2024 - Elsevier
This paper reviews the research work on the analysis and classification of pathological
infant cries in the last 50 years. The literature review mainly covers the need and role of …

A review of infant cry recognition and classification based on computer-aided diagnoses

T Özseven - 2022 International Congress on Human-Computer …, 2022 - ieeexplore.ieee.org
Crying is the only way babies communicate about their communication or health status.
Infant cry may be caused by medical or physical factors. Infant cry recognition and …

Can you understand why i am crying? a decision-making system for classifying infants' cry languages based on deepsvm model

K Rezaee, HG Zadeh, L Qi, H Rabiee… - ACM Transactions on …, 2024 - dl.acm.org
Scientific and therapeutic advances in perinatology and neonatology have improved the
survival prospects of preterm and extremely-low-birth-weight infants. Infants' cries are a …

Using artificial intelligence for predicting the duration of emergency evacuation during hospital fire

A Sahebi, K Jahangiri, A Alibabaei… - Disaster medicine and …, 2023 - cambridge.org
Objective: A danger threatening hospitals is fire. The most important action following a fire is
to urgently evacuate the hospital during the shortest time possible. The aim of this study was …

Neonatal cry signal prediction and classification via dense convolution neural network

V Vaishnavi… - Journal of Intelligent & …, 2022 - content.iospress.com
The study of neonatal cry signals is always an interesting topic and still researcher works
interminably to develop some module to predict the actual reason for the baby cry. It is really …

Classification of Baby Cries Using Machine Learning Algorithms

A Ekinci, E Küçükkülahlı - Eastern Anatolian Journal of Science, 2023 - dergipark.org.tr
People are constantly engaged in communication with each other, and they mostly do so
through language. The most effective form of communication for a newborn baby until they …

Granule-based fuzzy rules to assist in the infant-crying pattern recognition problem

A Díaz-Pacheco, CA Reyes-García… - Sādhanā, 2021 - Springer
Crying is how babies express their needs eliciting care and providing information to parents
and physicians about their health and physical status. Automatic crying-pattern analysis is …