Title :
An extension of the PEAQ measure by a binaural hearing model
Author :
Schafer, Markus ; Bahram, Mohammad ; Vary, Peter
Author_Institution :
Inst. of Commun. Syst. & Data Process. (ind), RWTH Aachen Univ., Aachen, Germany
Abstract :
Instrumental evaluation of the perceived audio signal quality is an important tool for the development of audio signal enhancement and transmission systems. There are various single channel measures which can be used for different application scenarios. Binaural signals have not received much focus so far and no sophisticated model of spatial perception is utilized in the available measures. In this contribution, an extension to Perceptual Evaluation of Audio Quality (PEAQ) is presented which makes use of a recently proposed binaural hearing model. It is shown that the inclusion of spatial information into the instrumental quality measurement leads to a strongly increased correlation between the instrumental measure and a listening test.
Keywords :
audio signal processing; hearing; PEAQ measure; audio signal enhancement; audio signal transmission; binaural hearing model; binaural signals; instrumental evaluation; instrumental measure; instrumental quality measurement; listening test; perceived audio signal quality; perceptual evaluation; spatial information; spatial perception; Artificial neural networks; Auditory system; Degradation; Instruments; Speech; Standards; Training; Binaural; Instrumental Quality Measure; PEAQ;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
DOI :
10.1109/ICASSP.2013.6639256