VECTOR QUANTIZATION USING THRESHOLDS

Patent №

US 5,481,739

Granted

1996-01-02

Filed 1993

Owner

APPLE COMPUTER, INC.

Lab

AI components

2

speech · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08082022

Methods and apparatus for vector quantization. A threshold generator generates an i threshold (Threshold.sub.i) to be associated with each i quantized vector of n quantized vectors in a vector quantization codebook. The vector quantization codebook and the thresholds are used by a vector quantizer to encode a set of input vectors (V.sub.1 -V.sub.TOT). The determination that a distance between a vector to be encoded and a quantized vector in a codebook is less than the associated threshold causes a search for the closest vector to terminate for a nearest neighbor vector quantizer. In some embodiments, the vectors comprise samples of continuous signals for sound containing speech, or display signals. In other embodiments, codebook vectors are arranged from most frequently encoded vectors to least frequently encoded vectors.

SpeechAI hardwareG10L 25/48G06T 9/008H03M 7/3082G10L 2019/0013

AI classification

AI hardware1.00
Speech0.72
Vision0.11
Machine learning0.10
Evolutionary computation0.01
Planning0.01
Natural language0.00
Knowledge representation0.00

Ownership

APPLE COMPUTER, INC.

assignment · 66140543

Assignors

STAATS, ERIK

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

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