TY - GEN
T1 - A novel objective method for evaluating the quality of streaming audio
AU - Yue, Yang
AU - Xiang, Xie
AU - Yaodu, Wei
PY - 2009
Y1 - 2009
N2 - The goal of this paper is to present a new objective method for evaluating the quality of streaming audio - PESAQ (Perceptual Evaluation of Streaming Audio Quality). According to our experiments, we found that the ITU recommended objective evaluation method - PEAQ(Perceptual Evaluation of Audio Quality) can not fit the subjective quality of streaming audio accurately. To develop the new method PESAQ, firstly, the jitters in the streaming audio are removed by the alignment algorithm, so that we get the aligned streaming audio. Secondly, the degradation between reference audio and the aligned streaming audio is measured by PEAQ, and its result is called ODG (Objective Difference Grade). Thirdly, the degradation between the original streaming audio and the aligned streaming audio is also measured by the DTW (Dynamic Time Warping) minimum distance, which then is mapped to a quality score, DTW-ODG. Finally, the objective score of the quality of streaming audio IP-ODG is computed by adding the two scores of ODG and DTW-ODG together. Our results prove that the proposed method - PESAQ is effective for the objective evaluation of the streaming audio quality and performs better than PEAQ.
AB - The goal of this paper is to present a new objective method for evaluating the quality of streaming audio - PESAQ (Perceptual Evaluation of Streaming Audio Quality). According to our experiments, we found that the ITU recommended objective evaluation method - PEAQ(Perceptual Evaluation of Audio Quality) can not fit the subjective quality of streaming audio accurately. To develop the new method PESAQ, firstly, the jitters in the streaming audio are removed by the alignment algorithm, so that we get the aligned streaming audio. Secondly, the degradation between reference audio and the aligned streaming audio is measured by PEAQ, and its result is called ODG (Objective Difference Grade). Thirdly, the degradation between the original streaming audio and the aligned streaming audio is also measured by the DTW (Dynamic Time Warping) minimum distance, which then is mapped to a quality score, DTW-ODG. Finally, the objective score of the quality of streaming audio IP-ODG is computed by adding the two scores of ODG and DTW-ODG together. Our results prove that the proposed method - PESAQ is effective for the objective evaluation of the streaming audio quality and performs better than PEAQ.
KW - DTW
KW - Objective evaluation
KW - PEAQ
KW - Streaming audio
UR - http://www.scopus.com/inward/record.url?scp=74549184520&partnerID=8YFLogxK
U2 - 10.1109/ICBNMT.2009.5347854
DO - 10.1109/ICBNMT.2009.5347854
M3 - Conference contribution
AN - SCOPUS:74549184520
SN - 9781424450053
T3 - Proceedings of 2009 2nd IEEE International Conference on Broadband Network and Multimedia Technology, IEEE IC-BNMT2009
SP - 555
EP - 559
BT - Proceedings of 2009 2nd IEEE International Conference on Broadband Network and Multimedia Technology, IEEE IC-BNMT2009
T2 - 2009 2nd IEEE International Conference on Broadband Network and Multimedia Technology, IEEE IC-BNMT2009
Y2 - 18 October 2009 through 20 October 2009
ER -