Artificial intelligence for urban soundscape augmentation: a benchmark dataset, probabilistic models, and real-life validation

• Main Author: Ooi, Kenneth Wen Rui
• Other Authors: Gan Woon Seng
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Physics; Soundscape; Soundscape augmentation; Soundscape intervention; Auditory masking; Deep neural network
• Online Access: https://hdl.handle.net/10356/179452
• Institution: Nanyang Technological University

The field of soundscape analysis and design is a nascent one, with the framework defined in ISO 12913-1:2014 calling for the understanding of an "acoustic environment as perceived or experienced and/or understood by a person or people, in context". Consequently, one method to improve sound...