SPEECH ENCODER USING GAIN NORMALIZATION THAT COMBINES OPEN AND CLOSED LOOP GAINS

Patent №

US 6,260,010

Granted

2001-07-10

Filed 1998

Owner

ROCKWELL SEMICONDUCTOR SYSTEMS, INC.

+2 more

Lab

AI components

2

ml · speech

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09156650

A multi-rate speech codec supports a plurality of encoding bit rate modes by adaptively selecting encoding bit rate modes to match communication channel restrictions. In higher bit rate encoding modes, an accurate representation of speech through CELP (code excited linear prediction) and other associated modeling parameters are generated for higher quality decoding and reproduction. To support lower bit rate encoding modes, a variety of techniques are applied many of which involve the classification of the input signal. The encoder utilizes gain normalization wherein LPC (linear predictive coding) gain provides a smoothing factor for combining both open and closed loop gains. The lower the LPC gain, the greater the open loop gain contribution to a gain normalization factor. The greater the LPC gain, the greater the closed loop gain contribution. For background noise, the smaller of the closed and open loop gains are used as the normalization factor. The normalization factor is limited by the LPC gain to prevent influencing the coding quality.

Machine learningSpeechG10L 19/005G10L 19/012G10L 19/08G10L 19/083G10L 19/10G10L 19/12G10L 19/125G10L 19/18+7 more

AI classification

Speech1.00
Machine learning0.58
Planning0.04
AI hardware0.01
Natural language0.00
Evolutionary computation0.00
Vision0.00
Knowledge representation0.00

Ownership

ROCKWELL SEMICONDUCTOR SYSTEMS, INC.

assignment · 95870484

CONEXANT SYSTEMS, INC.

namechg · 104010020

MINDSPEED TECHNOLOGIES, INC.

assignment · 255990487

Assignors

GAO, YANG, THYSSEN, JES, BENYASSINE, ADIL

On an employer assignment, the assignors are typically the inventors.

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