Vector quantization of speech line spectrum pair parameters and reflection coefficients

被引:16
作者
Pan, JP [1 ]
Fischer, TR [1 ]
机构
[1] CommQuest Technol Inc, Encinitas, CA 92024 USA
来源
IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING | 1998年 / 6卷 / 02期
基金
美国国家科学基金会;
关键词
quantization; source coding; speech coding;
D O I
10.1109/89.661470
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Methods are presented for intraframe encoding of line spectrum pairs, A two-stage vector quantizer-lattice vector quantizer (VQ-LVQ) has a 2-3 b/vector performance advantage over the split vector quantizer, and can save 1-3 b/vector, compared to multistage vector quantization, depending on the number of stages and the number of survivors retained at each stage. The vector quantizer-lattice vector quantizer has a moderate computational complexity, Among three trellis codes considered, trellis-coded vector quantization with nonlinear prediction provides line spectrum pair encoding performance similar to the split vector quantizer, Hybrid transformations are developed for encoding the reflection coefficients using vector quantization, and offer a small encoding advantage over the commonly used arcsine transformation and log area ratios.
引用
收藏
页码:106 / 115
页数:10
相关论文
共 33 条
[1]  
[Anonymous], P INT C AC SPEECH SI
[2]  
[Anonymous], P AC SPEECH SIGN PRO
[3]   PREDICTIVE CODING OF SPEECH AT LOW BIT RATES [J].
ATAL, BS .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1982, 30 (04) :600-614
[4]  
ATAL BS, 1989, P INT C AC SPEECH SI, P69
[5]   FAST QUANTIZING AND DECODING ALGORITHMS FOR LATTICE QUANTIZERS AND CODES [J].
CONWAY, JH ;
SLOANE, NJA .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1982, 28 (02) :227-232
[6]   VORONOI REGIONS OF LATTICES, 2ND MOMENTS OF POLYTOPES, AND QUANTIZATION [J].
CONWAY, JH ;
SLOANE, NJA .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1982, 28 (02) :211-226
[7]  
Conway JH., 1988, SPHERE PACKINGS LATT, DOI 10.1007/978-1-4757-2016-7
[8]  
DEJACO A, 1993, P IEEE WORKSH SPEECH, P5
[9]   LATTICE AND TRELLIS QUANTIZATION WITH LATTICE-BOUNDED AND TRELLIS-BOUNDED CODEBOOKS - HIGH-RATE THEORY FOR MEMORYLESS SOURCES [J].
EYUBOGLU, MV ;
FORNEY, GD .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1993, 39 (01) :46-59
[10]   TRELLIS-CODED VECTOR QUANTIZATION [J].
FISCHER, TR ;
MARCELLIN, MW ;
WANG, M .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1991, 37 (06) :1551-1556