DocumentCode
1239806
Title
Companded quantization of speech MDCT coefficients
Author
Nordén, Fredrik ; Hedelin, Per
Author_Institution
Dept. of Commun. Technol., Aalborg Univ., Denmark
Volume
13
Issue
2
fYear
2005
fDate
3/1/2005 12:00:00 AM
Firstpage
163
Lastpage
173
Abstract
Here, we propose speech-coding procedures achieving high subjective quality, avoiding speech-specific processing and interframe exploitation. Thus, the scheme is tractable for packet-based voice communication, and has the capability of coding generic audio. The architecture is based on an modified discrete cosine transform (MDCT) representation of the signal, and combines efficient vector quantization (VQ) techniques with psychoacoustic principles. Weighted quantization of MDCT coefficients is performed, using a codebook based on a statistical model of the multidimensional MDCT pdf. The weighting and the codebook are adapted for each frame to account for masking thresholds given by a psychoacoustic analysis. Actual quantization is performed using lattices, thereby, achieving close to rate independent complexity. The result is a coding scheme operational at a range of rates. Here, a particular instance at 16 kbits/s, using a sampling frequency of 8 kHz, is shown to perform better than an LD-CELP operating at the same rate, even though no interframe memory is exploited.
Keywords
audio coding; computational complexity; discrete cosine transforms; speech coding; statistical analysis; vector quantisation; voice communication; companded quantization; generic audio coding; interframe memory exploitation; modified discrete cosine transform; multidimensional MDCT; packet-based voice communication; psychoacoustic analysis; signal representation; speech MDCT coefficient; speech-coding procedure; speech-specific processing; vector quantization technique; weighted quantization; Discrete cosine transforms; Frequency; Lattices; Masking threshold; Multidimensional systems; Psychoacoustic models; Psychology; Sampling methods; Speech; Vector quantization; Audio coding; modified discrete cosine transform (MDCT); psycho acoustics; speech-coding; statistical modeling; vector quantization (VQ);
fLanguage
English
Journal_Title
Speech and Audio Processing, IEEE Transactions on
Publisher
ieee
ISSN
1063-6676
Type
jour
DOI
10.1109/TSA.2004.838535
Filename
1395961
Link To Document