DocumentCode
388011
Title
Real-time vector excitation coding of speech at 4800 bps
Author
Davidson, Grant ; Yong, Mei ; Gersho, Allen
Author_Institution
University of California, Santa Barbara, CA
Volume
12
fYear
1987
fDate
31868
Firstpage
2189
Lastpage
2192
Abstract
In Vector Excitation Coding (VXC), speech is represented by applying a sequence of excitation vectors to a time-varying speech production filter with each vector chosen from a codebook using a perceptually-based performance measure. Although VXC is a powerful technique for achieving natural and high quality speech compression at low bit-rates, it suffers as other excitation coders do from a very high computational complexity. Recent research has shown that codebook search computation can be reduced to approximately 40 MFlops without compromising speech quality. However, this operation count still prohibits a practical real-time implementation of the coder using today´s DSP chips. We present a real-time 4.8 kb/s Pulse Excitation VXC coder (PVXC) which achieves high reconstructed speech quality and incorporates new techniques which reduce the codebook search complexity to only 0.55 MFlops. The coder utilizes an optimized excitation codebook and a promising new interframe vector predictive LPC parameter quantization scheme. A preliminary implementation using a single floating-point signal processor is described.
Keywords
Algorithm design and analysis; Clustering algorithms; Computational complexity; Digital signal processing chips; Filters; Linear predictive coding; Quantization; Speech analysis; Speech coding; Speech synthesis;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '87.
Type
conf
DOI
10.1109/ICASSP.1987.1169424
Filename
1169424
Link To Document