Audio-visual source separation under visual-agnostic condition

• Main Author: He, Yixuan
• Other Authors: Lihui Chen
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/169193
• Institution: Nanyang Technological University

Audio-visual separation aims to isolate pure audio sources from mixture with the guidance of its synchronized visual information. In real scenarios, with images or frames with several sounding objects given as visual cues, the task requires the model to first locate every sound makers and then separ...