GENERALIZED ANALYSIS-BY-SYNTHESIS SPEECH CODING METHOD AND APPARATUS3

Patent №

US 6,169,970

Granted

2001-01-02

Filed 1998

Owner

Lab

AI components

2

ml · speech

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

09004407

A generalized analysis-by-synthesis method and apparatus are disclosed. A plurality of trial original signals are generated based on an original signal for coding. The trial original signals are constrained to be perceptually similar to the original signal. Trial original signals are coded to produce one or more parameters representative thereof. Estimates of the trial original signals are synthesized from these parameters. Errors between the trial original signals and the synthesized estimates are determined. A coded representation of the original signal is determined which comprises parameters of the trial original signal having an associated error which satisfies an error evaluation process. Trial original signals may be generated by application of time-warps or time-shifts to the original signal. Coding of a trial original signal may be performed with conventional analysis-by-synthesis coding such as code-excited linear prediction coding (CELP). A minimum square error process may serve as the error criterion.

AI classification

Speech1.00
Machine learning0.93
AI hardware0.01
Vision0.00
Planning0.00
Natural language0.00
Evolutionary computation0.00
Knowledge representation0.00
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