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

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

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...

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Bibliographic Details
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

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