Data Augmentation using Reverb and Noise in Deep Learning Implementation of Cough Classification
The interest in automated analysis and classification of cough sounds has increased in
recent years, partly due to the worldwide COVID19 pandemic. To train such classification …
recent years, partly due to the worldwide COVID19 pandemic. To train such classification …
Cough sound analysis using vocal tract models
Coughing is one of the most common symptoms of respiratory disorders, and variations in
the cough sound relate to factors such as the type and quantity of secretions, physiological …
the cough sound relate to factors such as the type and quantity of secretions, physiological …
Advancing Cough Classification: Swin Transformer vs. 2D CNN with STFT and Augmentation Techniques
M Ghourabi, F Mourad-Chehade, A Chkeir - Electronics, 2024 - mdpi.com
Coughing, a common symptom associated with various respiratory problems, is a crucial
indicator for diagnosing and tracking respiratory diseases. Accurate identification and …
indicator for diagnosing and tracking respiratory diseases. Accurate identification and …
Towards reliable respiratory disease diagnosis based on cough sounds and vision transformers
Q Wang, Z Bu, J Mao, W Zhu, J Zhao, W Du… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent advancements in deep learning techniques have sparked performance boosts in
various real-world applications including disease diagnosis based on multi-modal medical …
various real-world applications including disease diagnosis based on multi-modal medical …
Human Activity Understanding through Explainable Audio-Visual Features
This letter presents an approach to enhance the well-being and safety of aging populations
through better understanding their everyday activities. Our approach uses ambient sensor …
through better understanding their everyday activities. Our approach uses ambient sensor …
Differentiation of Dry and Wet Cough Sounds using A Deep Learning Model and Data Augmentation
S Huq - 2023 - repository.library.carleton.ca
Automated classification of cough sounds has increased in importance, partly due to the
worldwide COVID19 pandemic. To train such classification models requires a large dataset …
worldwide COVID19 pandemic. To train such classification models requires a large dataset …
Automated Cough Classification for COVID-19 Detection Using Machine Learning
Y Bharadwaj, PD Singh, R Bharadwaj - Recent Advances in Computing … - taylorfrancis.com
Cough classification is of paramount importance in the realm of respiratory health
diagnostics, particularly in distinguishing COVID-19-related cough patterns from those …
diagnostics, particularly in distinguishing COVID-19-related cough patterns from those …