Switched adaptive quantiser for speech compression based on optimal companding and correlation

Access Full Text

Switched adaptive quantiser for speech compression based on optimal companding and correlation

For access to this article, please select a purchase option:

Buy article PDF
£12.50
(plus tax if applicable)
Buy Knowledge Pack
10 articles for £75.00
(plus taxes if applicable)

IET members benefit from discounts to all IET publications and free access to E&T Magazine. If you are an IET member, log in to your account and the discounts will automatically be applied.

Learn more about IET membership 

Recommend Title Publication to library

You must fill out fields marked with: *

Librarian details
Name:*
Email:*
Your details
Name:*
Email:*
Department:*
Why are you recommending this title?
Select reason:
 
 
 
 
 
IET Signal Processing — Recommend this title to your library

Thank you

Your recommendation has been sent to your librarian.

This study describes a novel adaptive quantiser based on the optimal companding technique. Adaptation is achieved by adjusting the input of the fixed or non-adaptive quantiser according to the estimated and quantised gain on each particular frame. In such a way better quantiser adaptation to the varying input statistics is provided. Selection of the appropriate bit rate is performed depending on the value of the correlation coefficient ρ on each frame. The decision thresholds for ρ are determined under the condition that the signal to quantisation noise ratio does not drop under 34.3 dB, satisfying the G.712 standard quality of speech, while decreasing the bit rate. The information about the gain and about the chosen bit rate is then transferred as a side information to a decoder. Although this slightly increases the side information, the overall savings in the bit rate have shown to be substantial. Theoretical and experimental results are provided, which point out the benefits that can be achieved using the proposed algorithm.

Inspec keywords: speech coding; data compression

Other keywords: speech standard quality; noise figure 34.3 dB; optimal companding technique; switched nonadaptive quantiser; signal to quantisation noise ratio; optimal correlation; speech compression

Subjects: Speech processing techniques; Speech and audio coding

References

    1. 1)
      • (1992) Transmission performance characteristics of pulse code modulation (PCM).
    2. 2)
      • Eriksson, T., Linden, J., Skoglund, J.: `Exploiting interframe correlation in spectral quantization: a study of different memory VQ schemes', Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing, May 1996, Atlanta, USA, p. 765–768, vol. 2.
    3. 3)
      • Yong, M., Davidsson, G., Gersho, A.: `Encoding of LPC spectral parameters using switched-adaptive interframe vector prediction', Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing, April 1988, New York, USA, p. 402–405, vol. 1.
    4. 4)
      • A. Kondoz . (2004) Digital speech, coding for low bit rate communication systems.
    5. 5)
    6. 6)
      • D. Minoli . (2002) Voice over MPLS – planning and designing networks.
    7. 7)
    8. 8)
      • O. Hersent , J. Petit , D. Gurle . (2005) Beyond VoIP protocols – understanding voice technology and networking techniques for IP telephony.
    9. 9)
      • M. Hasegawa-Johnson , A. Alwan , J. Proakis . (2002) Speech coding: fundamentals and applications, Wiley encyclopedia of telecommunications and signal processing.
    10. 10)
    11. 11)
      • N.S. Jayant , P. Noll . (1984) Digital coding of waveforms.
    12. 12)
      • A. Gersho , R.M. Gray . (1992) Vector quantization and signal compression.
    13. 13)
    14. 14)
    15. 15)
      • J. Nikolic , Z. Peric . Lloyd–Max's algorithm implementation in speech coding algorithm based on forward adaptive technique. Informatica , 2 , 255 - 270
    16. 16)
    17. 17)
      • W.C. Chu . (2006) Speech coding algorithms.
    18. 18)
      • W.R. Bennett . Spectra of quantized signals. Bell Syst. Tech. J. , 446 - 472
http://iet.metastore.ingenta.com/content/journals/10.1049/iet-spr.2010.0308
Loading

Related content

content/journals/10.1049/iet-spr.2010.0308
pub_keyword,iet_inspecKeyword,pub_concept
6
6
Loading