NDLI: A comparison study of automatic speech quality assessors sensitive to packet loss burstiness

Content Provider	IEEE Xplore Digital Library
Author	Jelassi, S. Rubino, G.
Copyright Year	2011
Description	Author affiliation: IRISA / INRIA Rennes, France (Jelassi, S.; Rubino, G.)
Abstract	The paper delves the behavior rating of new emerging automatic quality assessors of VoIP calls subject to bursty packet loss process. The examined speech quality assessment (SQA) algorithms are able to estimate speech quality of live VoIP calls at run-time using control information extracted from header content of received packets. They are especially designed to be sensitive to packet loss burstiness. The performance evaluation study is performed using a dedicated set-up software-based SQA framework. It offers a personalized packet killer and includes implementation of four SQA algorithms. A speech quality database, which covers a wide range of bursty packet loss conditions, has been created then thoroughly analyzed. Our important findings are the following: (1) all examined automatic bursty-loss aware speech quality assessors achieve a satisfactory correlation under upper (>20%) and lower (<10%) ranges of packet loss process (2) They exhibit a clear weakness to assess speech quality under a moderated packet loss process (3) The accuracy of sequence-by-sequence basis of examined SQA algorithms should be addressed in details for further precision.
Starting Page	415
Ending Page	420
File Size	290275
Page Count	6
File Format	PDF
ISBN	9781424487899
e-ISBN	9781424487905
DOI	10.1109/CCNC.2011.5766503
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-01-09
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Speech Algorithm design and analysis Loss measurement Correlation Speech coding Accuracy Genomics Bursty packet losses VoIP QoE Artificial speech quality assessors
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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A study of artificial speech quality assessors of VoIP calls subject to limited bursty packet losses

A study of artificial speech quality assessors of VoIP calls subject to limited bursty packet losses

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