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Line spectral pairs (LSP) or line spectral frequencies (LSF) are used to represent linear prediction coefficients (LPC) for transmission over a channel. LSPs have several properties (e.g. smaller sensitivity to quantization noise) that make them superior to direct quantization of LPCs. For this reason, LSPs are very useful in speech coding.

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  • Line spectral pairs (LSP) or line spectral frequencies (LSF) are used to represent linear prediction coefficients (LPC) for transmission over a channel. LSPs have several properties (e.g. smaller sensitivity to quantization noise) that make them superior to direct quantization of LPCs. For this reason, LSPs are very useful in speech coding. LSP representation was developed by Fumitada Itakura, at Nippon Telegraph and Telephone (NTT) in 1975. From 1975 to 1981, he studied problems in speech analysis and synthesis based on the LSP method. In 1980, his team developed an LSP-based speech synthesizer chip. LSP is an important technology for speech synthesis and coding, and in the 1990s was adopted by almost all international speech coding standards as an essential component, contributing to the enhancement of digital speech communication over mobile channels and the internet worldwide. LSPs are used in the code-excited linear prediction (CELP) algorithm, developed by Bishnu S. Atal and Manfred R. Schroeder in 1985. (en)
  • 線スペクトル対(せんスペクトルつい、英: line spectral pairs、LSP)、あるいは線スペクトル周波数(せんスペクトルしゅうはすう、英: line spectral frequencies、LSF)は、線形予測係数を表現するために用いられるもので、その優れた特性のため線形予測を用いる音声符号化方式の多くで使われている。線スペクトル対の考え方は1975年に板倉文忠が発表した。線スペクトル対は全世界の携帯電話での音声符号化に欠かせない基礎技術であり、その重要性のため2014年にIEEEマイルストーン賞に認定された。 (ja)
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  • 線スペクトル対(せんスペクトルつい、英: line spectral pairs、LSP)、あるいは線スペクトル周波数(せんスペクトルしゅうはすう、英: line spectral frequencies、LSF)は、線形予測係数を表現するために用いられるもので、その優れた特性のため線形予測を用いる音声符号化方式の多くで使われている。線スペクトル対の考え方は1975年に板倉文忠が発表した。線スペクトル対は全世界の携帯電話での音声符号化に欠かせない基礎技術であり、その重要性のため2014年にIEEEマイルストーン賞に認定された。 (ja)
  • Line spectral pairs (LSP) or line spectral frequencies (LSF) are used to represent linear prediction coefficients (LPC) for transmission over a channel. LSPs have several properties (e.g. smaller sensitivity to quantization noise) that make them superior to direct quantization of LPCs. For this reason, LSPs are very useful in speech coding. (en)
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  • Line spectral pairs (en)
  • 線スペクトル対 (ja)
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