Input features for deep learning-based polyphonic sound event localization and detection

• Main Author: Nguyen, Thi Ngoc Tho
• Other Authors: Gan Woon Seng
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering::Electronic systems::Signal processing; Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: https://hdl.handle.net/10356/168245
• Institution: Nanyang Technological University

Sound event localization and detection (SELD) is an emerging research topic that combines the tasks of sound event detection (SED) and direction-of-arrival estimation (DOAE). The SELD task aims to jointly recognize the sound classes and estimate the directions of arrival (DOAs) and the temporal acti...