Cascaded trellis-based rate-distortion control algorithm for MPEG-4 advanced audio coding

Cheng Han Yang*, Hsueh-Ming Hang

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

7 Scopus citations

Abstract

In this paper, a few low-complexity and high-performance rate-distortion control algorithms for MPEG-4 Advanced Audio Coding (AAC) are proposed. One key element in producing good quality compressed audio particularly at medium and low rates is a high performance rate-distortion controller in the audio encoder. Although the trellis-based rate-distortion control algorithms previously proposed can achieve a praiseworthy performance, their computational complexity is extremely high. Therefore, for practical applications, it is very desirable to achieve a similar performance at a much lower complexity. Two types of techniques are proposed in this paper to reduce the computational burden of the trellis-based algorithms. One is splitting a very heavy calculation stage into two sequential steps with much less computation. The other is reducing the candidates in the trellis for parameter search. Together, when applicable, our approach achieves a similar coding performance (audio quality) but requires less than 1/1000 complexity in computation.

Original languageEnglish
Article number1621212
Pages (from-to)998-1007
Number of pages9
JournalIEEE Transactions on Audio, Speech and Language Processing
Volume14
Issue number3
DOIs
StatePublished - 1 May 2006

Keywords

  • Advanced audio coding (AAC)
  • Audio coding
  • Rate-distortion control
  • Trellis-based search

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