Presentation 2001/10/1
Simultaneous Determination of LPC Analysis Order and Frame Partitioning Based on MDL Criterion
Kouji IWATA, Toru TAKAHASHI, Takahiro NAKANISHI, Keiichi TOKUDA, Tadashi KITAMURA,
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Abstract(in English) This paper proposes an algorithm for simultaneous determination of LPC analysis and frame partitioning. Short-term characteristic of speech signal can very dynamically. Accordingly, appropriate analysis order and frame langth should depend on each portion of speech signal to be analyzed. We derive a computationally efficient algorithm based on DP, in which frame partioning and LPC analysis order for each frame ane jointly optimized through the MDL criterion. We discuss the utility of the proposed algorithm showing results of natural speech analysis.
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Keyword(in English) LPC analysis / variable analysis order / variable frame length / MDL criterion / DP
Paper # SP2001-82,WIT2001-36
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Committee WIT
Conference Date 2001/10/1(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Simultaneous Determination of LPC Analysis Order and Frame Partitioning Based on MDL Criterion
Sub Title (in English)
Keyword(1) LPC analysis
Keyword(2) variable analysis order
Keyword(3) variable frame length
Keyword(4) MDL criterion
Keyword(5) DP
1st Author's Name Kouji IWATA
1st Author's Affiliation Department of Computer Science, Nagoya Institute of Technology()
2nd Author's Name Toru TAKAHASHI
2nd Author's Affiliation Department of Computer Science, Nagoya Institute of Technology
3rd Author's Name Takahiro NAKANISHI
3rd Author's Affiliation Department of Electronics and Information Science, Aichi University of Technology
4th Author's Name Keiichi TOKUDA
4th Author's Affiliation Department of Computer Science, Nagoya Institute of Technology
5th Author's Name Tadashi KITAMURA
5th Author's Affiliation Department of Computer Science, Nagoya Institute of Technology
Date 2001/10/1
Paper # SP2001-82,WIT2001-36
Volume (vol) vol.101
Number (no) 353
Page pp.pp.-
#Pages 6
Date of Issue