Smart ambient sound analysis via structured statistical modeling

• Main Authors: SHEN, Jialie, NIE, Liqiang, CHUA, Tat Seng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: Ambient intelligence; Environmental sound analysis; Computer Sciences; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/3543; https://ink.library.smu.edu.sg/context/sis_research/article/4544/viewcontent/SmartAmbientSoundAnalysis_2016_MMM.pdf
• Institution: Singapore Management University

In this paper, we introduce a novel framework called SASA (Smart Ambient Sound Analyser) to support different ambient audio mining tasks (e.g., audio classification and location estimation). To gain comprehensive ambient sound modelling, SASA extracts a variety of acoustic features from different so...