Classification of Urban Sound using Sequential Convolutional Neural Network (CNN) Model and its Visualisation

• Published in: 2024 IEEE International Conference on Information Technology, Electronics and Intelligent Communication Systems (ICITEICS) pp. 1 - 5
• Main Authors: Agarwal, Muskan, Gill, Kanwarpartap Singh, Chattopadhyay, Saumitra, Singh, Mukesh
• Format: Conference Proceeding
• Language: English
• Published: IEEE 28.06.2024
• Subjects: Accuracy; Artificial Intelligence; Data visualization; Decision making; Deep learning; Model Training; Noise; Sequential CNN Model; Training; Urban Sound Classification Analysis; Visualization

The primary objective of this research is to classify urban noise using a Sequential Convolutional Neural Network (CNN) model, a robust deep learning framework for processing audio signals. Precise urban sound categorization is crucial for public safety, environmental monitoring, and the advancement...