Classification of respiratory diseases and COVID-19 from respiratory and cough sound using deep learning techniques

Classification of respiratory diseases and COVID-19 from respiratory and cough sound using deep learning techniques

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Detalhes bibliográficos
Principais autores: Ahasan, Md. Mubtasim, Fahim, Mohammad, Mazumder, Himadri, Fatema, Nur E, Rahman, Sheikh Mustafizur
Outros Autores: Noor, Jannatun
Formato: Tese
Idioma:English
Publicado em: Brac University 2022
Assuntos:
Deep learning
Respiratory diseases
Cough sound
Covid-19
Mel-Spectrogram
MFCC
CNN
Machine learning
Neural networks (Computer science)
Cognitive learning theory (Deep learning)
Acesso em linha:http://hdl.handle.net/10361/16780
Descrição
Resumo:This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

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