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low bit-rate algorithms, such as residual-excited linear prediction (relp) and linear predictive coding (LPC) vocoders (e.g., FS-1015 ).

Along with its variants, such as algebraic celp, relaxed celp, low-delay celp and vector sum excited linear prediction, it is currently the most widely used speech coding algorithm citation needed.

It is also used.

Mpeg-4 Audio speech coding.

Celp is commonly used as a generic term for a class of algorithms and not for a particular codec.

Contents, introduction edit, the celp algorithm is based on four main ideas: Using the source-filter model of speech production through linear prediction (LP) (see the textbook "speech coding algorithm Using an adaptive and a fixed codebook as the input.

Applying vector quantization (VQ the original algorithm as simulated in 1983 by Schroeder and Atal required 150 seconds to encode 1 second of speech when run.

Since then, more efficient ways of implementing the codebooks and improvements in computing capabilities have made it possible to run the algorithm in embedded devices, such as mobile phones.

Celp decoder edit Figure 1: celp decoder Before exploring the complex encoding process of celp we introduce the decoder here.

Figure 1 describes a generic celp decoder.

The excitation is produced by summing the contributions from fixed (a.k.a.

Stochastic or innovation) and adaptive (a.k.a.

Pitch) codebooks: enefneandisplaystyle ene_fne_an, where efndisplaystyle e_fn is the fixed (a.k.a.

Stochastic or innovation) codebook contribution and eandisplaystyle e_an is the adaptive ( pitch ) codebook contribution.

The fixed codebook is a vector quantization dictionary that is (implicitly or explicitly) hard-coded into the codec.

This codebook can be algebraic ( acelp ) or be stored explicitly (e.g.

The entries in the adaptive codebook consist of delayed versions of the excitation.

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