Linear Prediction Algorithms for Lossless Audio Data Compression

被引：0

作者：

Telyatnikov, L. S. ^{[1
]}

Karandashev, I. M. ^{[1
]}

机构：

[1] Russian Acad Sci, Sci Res Inst Syst Anal, Moscow, Russia

来源：

ADVANCES IN NEURAL COMPUTATION, MACHINE LEARNING, AND COGNITIVE RESEARCH III | 2020年 / 856卷

关键词：

LPC; FLPC; Codec; Sampling; Compression;

D O I：

10.1007/978-3-030-30425-6_42

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The paper considers the use of such linear interpolation algorithms as LPC, FLPC, and Wise-LPC in the lossless audio data compression. In addition to the interpolation methods, the problems of best coding and optimal sampling window selection are investigated. The Wise-LPC algorithm is shown to allow a 1-5% improvement of audio signal compression against conventional LPC and FLPC approaches. The prediction error has a Laplace distribution, its variance decreasing smoothly and reaching "saturation" with the growing window width.

引用

页码：359 / 364

页数：6

共 50 条

[1] A Review of Lossless Audio Compression Standards and Algorithms
Muin, Fathiah Abdul
Gunawan, Teddy Surya
Kartiwi, Mira
Elsheikh, Elsheikh M. A.
ADVANCES IN ELECTRICAL AND ELECTRONIC ENGINEERING: FROM THEORY TO APPLICATIONS, 2017, 1883
[2] Lossless seismic data compression using adaptive linear prediction
Mandyam, G
Magotra, N
McCoy, W
IGARSS '96 - 1996 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM: REMOTE SENSING FOR A SUSTAINABLE FUTURE, VOLS I - IV, 1996, : 1029 - 1031
[3] Extended linear prediction tools for lossless audio coding
Moriya, T
Yang, DT
Liebchen, T
2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL III, PROCEEDINGS: IMAGE AND MULTIDIMENSIONAL SIGNAL PROCESSING SPECIAL SESSIONS, 2004, : 1008 - 1011
[4] Linear prediction in lossless compression of hyperspectral images
Mielikainen, J
Toivanen, P
Kaarna, A
OPTICAL ENGINEERING, 2003, 42 (04) : 1013 - 1017
[5] Performance of lossless compression algorithms on voiceband data
Ng, KW
Pollard, AJ
Dacombe, LR
McLeod, RD
Card, HC
1996 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING - CONFERENCE PROCEEDINGS, VOLS I AND II: THEME - GLIMPSE INTO THE 21ST CENTURY, 1996, : 206 - 209
[6] Lossless Compression of Ultraspectral Sounder Data Using Linear Prediction With Constant Coefficients
Mielikainen, Jarno
Toivanen, Pekka
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2009, 6 (03) : 495 - 498
[7] Lossless compression of digital audio
Hans, Mat
Schafer, Ronald W.
HP Laboratories Technical Report, 1999, (144):
[8] Lossless compression of digital audio
Hans, M
Schafer, RW
IEEE SIGNAL PROCESSING MAGAZINE, 2001, 18 (04) : 21 - 32
[9] Lossless hyperspectral image compression via linear prediction
Mielikainen, J
Kaarna, A
Toivanen, P
ALGORITHMS AND TECHNOLOGIES FOR MULTISPECTRAL, HYPERSPECTRAL, AND ULTRASPECTRAL IMAGERY VIII, 2002, 4725 : 600 - 608
[10] Adaptive context-based sequential prediction for lossless audio compression
Giurcaneanu, CD
Tabus, I
Astola, J
SIGNAL PROCESSING, 2000, 80 (11) : 2283 - 2294

← 1 2 3 4 5 →