SUB-AUDIBLE SPEECH RECOGNITION BASED UPON ELECTROMYOGRAPHIC SIGNALS

Patent №

US 8,200,486

Granted

2012-06-12

Filed 2003

Owner

NATIONAL AERONAUTICS AND SPACE ADMINISTRATION, USA AS REPRESENTED BY THE

+1 more

Lab

AI components

2

ml · nlp

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10457696

Method and system for processing and identifying a sub-audible signal formed by a source of sub-audible sounds. Sequences of samples of sub-audible sound patterns (“SASPs”) for known words/phrases in a selected database are received for overlapping time intervals, and Signal Processing Transforms (“SPTs”) are formed for each sample, as part of a matrix of entry values. The matrix is decomposed into contiguous, non-overlapping two-dimensional cells of entries, and neural net analysis is applied to estimate reference sets of weight coefficients that provide sums with optimal matches to reference sets of values. The reference sets of weight coefficients are used to determine a correspondence between a new (unknown) word/phrase and a word/phrase in the database.

AI classification

Machine learning1.00
Natural language1.00
Knowledge representation0.37
AI hardware0.24
Planning0.11
Vision0.05
Speech0.00
Evolutionary computation0.00

Ownership

NATIONAL AERONAUTICS AND SPACE ADMINISTRATION, USA AS REPRESENTED BY THE

assignment · 144030390

USA AS REPRESENTED BY THE ADMINISTRATOR OF THE NATIONAL AERONAUTICS AND SPACE ADMINISTRATION

assignment · 144030534

Assignors

JORGENSEN, CHARLES C.

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

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