1. 8th and 9th June 2004 Mainz, Germany Workshop on Wideband Speech Quality in Terminals and Networks: Assessment and Prediction 1 Vincent Barriac, Jean-Yves Le Saout, Catherine Lockwood France Telecom R&D, Lannion, France Teamlog, Lannion, France  : vincent.barriac@francetelecom.com jeanyves.lesaout@francetelecom.com Discussion on unified objective methodologies for the comparison of voice quality of narrowband and wideband scenarios

2. 8th and 9th June 2004 Mainz, Germany 2 Context Emergence of new services using wideband speech communications Need to track the performance of communication channels mixing wideband and narrowband conditions (for example, scalable…)

3. 8th and 9th June 2004 Mainz, Germany Workshop on Wideband Speech Quality in Terminals and Networks: Assessment and Prediction 3 How to evaluate the speech quality?

4. 8th and 9th June 2004 Mainz, Germany 4 Subjective tests Subjective tests for Narrowband conditions Subjective tests for Wideband conditions Subjective tests for mixed Narrowband and Wideband conditions?

5. 8th and 9th June 2004 Mainz, Germany 5 Perceptual Evaluation of Speech Quality (PESQ) PESQ for Narrowband Conditions PESQ for Wideband Conditions? PESQ for mixed Narrowband and Wideband Conditions?

6. 8th and 9th June 2004 Mainz, Germany Workshop on Wideband Speech Quality in Terminals and Networks: Assessment and Prediction 6 Open Issues

7. 8th and 9th June 2004 Mainz, Germany 7 Questions about subjective tests Is it possible to merge narrowband and wideband subjective scales? In order to adapt existing MOS scores for narrowband systems to such a common scale, should we introduce in all subjective tests wideband references? Or, can we find a mapping function to adapt narrowband subjective MOS values to wideband equivalent values?

8. 8th and 9th June 2004 Mainz, Germany 8 Questions about PESQ Would wideband-PESQ be adequate for measuring both wideband and narrowband codecs ? Is the mapping function of P.862.1 also applicable for wideband scenarios ? Finally, how to compare wideband PESQ values with the narrowband values?

9. 8th and 9th June 2004 Mainz, Germany Workshop on Wideband Speech Quality in Terminals and Networks: Assessment and Prediction 9 First results on Mixed Narrowband & Wideband Subjective tests

10. 8th and 9th June 2004 Mainz, Germany 10 Description of the subjective tests (1/4) The method of assessment uses the ACR (Absolute Category Rating) method as given in Recommendation P800. Each judgement has been collected on a 5-point quality scale, and scores have been assigned according to the classic ACR methodology: 5 Excellent 4 Good 3 Fair 2 Poor 1 Bad

11. 8th and 9th June 2004 Mainz, Germany 11 Description of the subjective tests (2/4) All the conditions are level adjusted to -26 dB with P.56 algorithm Headphones are set at a constant nominal level of –79 dB SPL. PESQ values are evaluated on the two sets of conditions in order to calibrate the judgement scale.

12. 8th and 9th June 2004 Mainz, Germany 12 Description of the subjective tests (3/4) Two tests: – one narrowband test, – a second narrowband and wideband mixed test containing the same narrowband conditions as in the first one For each ACR test, 3 different groups of 8 listeners. Each listening session divided into 2 sub-sessions.

13. 8th and 9th June 2004 Mainz, Germany 13 Description of the subjective tests (4/4) 30 test conditions including: The 22 previous conditions 3 wideband codecs at 16 kHz at different bit rates a 16 kHz clear channel reference. First test: Second test: 22 narrowband test conditions including: 4 standard codecs (alone or in tandeming conditions at different bit rates) 3 wideband codecs at different bit rates with output signals down-sampled to 8 kHz a clear channel reference down-sampled to 8 kHz.

14. 8th and 9th June 2004 Mainz, Germany 14 Results of Narrowband Subjective test

15. 8th and 9th June 2004 Mainz, Germany 15 Results of mixed Narrowband/ Wideband subjective test Improvement due to the increase of frequency range

16. 8th and 9th June 2004 Mainz, Germany 16 Impact of mixing narrowband and wideband conditions Decrease of narrowband conditions MOS values obtained in a " mixed narrowband/wideband " test in comparison to those obtained with a "narrowband only" test

17. 8th and 9th June 2004 Mainz, Germany 17 Impact of mixing narrowband and wideband conditions No change of MOS values on wideband conditions for a mixed narrowband/wideband test compared to MOS values on wideband conditions for a "wideband only" test Subjective MOS (wideband-only test) Subjective MOS (mixed NB/WB test)

18. 8th and 9th June 2004 Mainz, Germany 18 Conclusion on Subjective tests No need to introduce systematically wideband references in narrowband subjective tests  Better definition of the scale with a complete use of the MOS scale. Transfer function to adapt narrowband MOS scores to mixed narrowband/wideband MOS scale.

19. 8th and 9th June 2004 Mainz, Germany Workshop on Wideband Speech Quality in Terminals and Networks: Assessment and Prediction 19 Extension of this result to PESQ

20. 8th and 9th June 2004 Mainz, Germany 20 Adaptation & validation of PESQ for wideband conditions Modification of the input filter Use of a mapping function Equation of the mapping function: 

21. 8th and 9th June 2004 Mainz, Germany 21 PESQ Results for wideband conditions  Good matching between MOS scores and PESQ values  Mapping function well adapted on test set  Results to be confirmed on more test material

22. 8th and 9th June 2004 Mainz, Germany 22 Conclusion on objective measures  Merge of Narrowband-PESQ and Wideband-PESQ in a unified scale by the same transfer function as for subjective tests. Two objective measures PESQ. Transfer function.  PESQ with P862.1 mapping function for narrowband studies.  PESQ (including input filter modification) with a new mapping function? for wideband studies.

23. 8th and 9th June 2004 Mainz, Germany Workshop on Wideband Speech Quality in Terminals and Networks: Assessment and Prediction 23 Conclusion

24. 8th and 9th June 2004 Mainz, Germany Workshop on Wideband Speech Quality in Terminals and Networks: Assessment and Prediction 24 Perspectives

25. 8th and 9th June 2004 Mainz, Germany 25 Possible Applications Tool to evaluate the best compromise between bit rate and frequency range for scalable codecs. Tool to calibrate the MOS scale coverage for subjective tests. Extension of the model E to wideband applications with the determination of new equipment impairment factors Ie according to the usual procedure using auditory listening results.

26. 8th and 9th June 2004 Mainz, Germany Workshop on Wideband Speech Quality in Terminals and Networks: Assessment and Prediction 26 Questions?