DocumentCode
417194
Title
Combined estimation/coding of highband spectral envelopes for speech spectrum expansion
Author
Agiomyrgiannakis, Yannis ; Stylianou, Yannis
Author_Institution
Inst. of Comput. Sci., Found. of Res. & Technol. Hellas, Heraklion, Greece
Volume
1
fYear
2004
fDate
17-21 May 2004
Abstract
The paper addresses the problem of expanding the bandwidth of narrowband speech signals, focusing on the estimation of highband spectral envelopes. It is well known that there is not enough mutual information between the two bands. We show that this happens because narrowband spectral envelopes have a one-to-many relationship with highband spectral envelopes. A combined estimation/coding scheme for the missing spectral envelope is proposed, which employs this relationship to produce a high quality highband reconstruction, provided that there is an appropriate excitation. Subjective tests using the TIMIT database indicate that 134 bits/sec for the highband spectral envelope are adequate for a DCR (degradation category rating) score of 4.41. This is an improvement of 22.8% over a typical estimation of highband envelopes using the usual mapping functions, in terms of DCR score.
Keywords
parameter estimation; spectral analysis; speech coding; voice communication; 134 bit/s; bandwidth expansion; combined estimation/coding; degradation category rating; highband reconstruction; highband spectral envelope coding; highband spectral envelope estimation; narrowband spectral envelopes; narrowband speech signals; speech coding; speech spectrum expansion; voice communication; Bandwidth; Computer science; Costs; Databases; Mutual information; Narrowband; Parameter estimation; Speech coding; Testing; Wideband;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8484-9
Type
conf
DOI
10.1109/ICASSP.2004.1326024
Filename
1326024
Link To Document