Nonintrusive quality assessment of noise suppressed speech with Mel-Filtered energies and support vector regression

• Main Authors: Narwaria, Manish, Lin, Weisi, McLoughlin, Ian Vince, Emmanuel, Sabu, Chia, Clement Liang-Tien
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Humanities::Language::Linguistics
• Online Access: https://hdl.handle.net/10356/102711; http://hdl.handle.net/10220/16453
• Institution: Nanyang Technological University

Objective speech quality assessment is a challenging task which aims to emulate human judgment in the complex and time consuming task of subjective assessment. It is difficult to perform in line with the human perception due the complex and nonlinear nature of the human auditory system. The challeng...