Attention-based sound classification pipeline with sound spectrum

• المؤلفون الرئيسيون: Tan, Ki In, Yean, Seanglidet, Lee, Bu-Sung
• مؤلفون آخرون: College of Computing and Data Science
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2024
• الموضوعات: Computer and Information Science; Sound spectrum; Transformer
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/177690
• المؤسسة: Nanyang Technological University

Urban soundscape research and their impact study are gaining more prominence with regard to a livable environment. Machine learning models have been used extensively to classify sounds where the input sound data, commonly in wave form, needs to be collected in its full frequency spectrum. However, i...