DocumentCode
3521312
Title
Efficient encoding of speech LSP parameters using the discrete cosine transformation
Author
Farvardin, Nariman ; Laroia, Rajiv
Author_Institution
Dept. of Electr. Eng., Maryland Univ., College Park, MD, USA
fYear
1989
fDate
23-26 May 1989
Firstpage
168
Abstract
The intraframe and interframe correlation properties are used to develop two efficient encoding algorithms for speech line spectrum pair (LSP) parameters. The first algorithm (2-D DCT), which requires relatively large coding delays, is based on two-dimensional (time and frequency) discrete cosine transform coding techniques; the second algorithm (DCT-DPCM), which does not need any coding delay, uses one-dimensional discrete cosine transform in the frequency domain and DPCM (differential pulse-code modulation) in the time domain. The performances of these systems for different bit rates and delays are studied, and appropriate comparisons are made. It is shown that an average spectral distortion of approximately 1 dB2 can be achieved with 21 and 25 bits/frame using the 2-D DCT and DCT-DPCM schemes, respectively. This is a noticeable improvement over the previously reported bit rates of 32 bits/frame and above
Keywords
encoding; speech analysis and processing; 2-D DCT; DCT-DPCM; LSP parameters; average spectral distortion; differential pulse-code modulation; discrete cosine transformation; encoding algorithms; frequency domain; interframe correlation; intraframe correlation; line spectrum pair parameters; speech coding; time domain; Bit rate; Delay effects; Discrete cosine transforms; Encoding; Image coding; Linear predictive coding; Quantization; Speech analysis; Speech coding; Transform coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1989. ICASSP-89., 1989 International Conference on
Conference_Location
Glasgow
ISSN
1520-6149
Type
conf
DOI
10.1109/ICASSP.1989.266390
Filename
266390
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