SYSTEM AND METHOD OF EXTRACTING CLAUSES FOR SPOKEN LANGUAGE UNDERSTANDING

Patent №

US 9,703,769

Granted

2017-07-11

Filed 2015

Owner

AT&T CORP.

+2 more

Lab

AI components

4

ml · nlp · speech · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14877272

A clausifier and method of extracting clauses for spoken language understanding are disclosed. The method relates to generating a set of clauses from speech utterance text and comprises inserting at least one boundary tag in speech utterance text related to sentence boundaries, inserting at least one edit tag indicating a portion of the speech utterance text to remove, and inserting at least one conjunction tag within the speech utterance text. The result is a set of clauses that may be identified within the speech utterance text according to the inserted at least one boundary tag, at least one edit tag and at least one conjunction tag. The disclosed clausifier comprises a sentence boundary classifier, an edit detector classifier, and a conjunction detector classifier. The clausifier may comprise a single classifier or a plurality of classifiers to perform the steps of identifying sentence boundaries, editing text, and identifying conjunctions within the text.

Machine learningNatural languageSpeechKnowledge representationG06F 40/117G06F 40/20G06F 40/205G06F 40/289G10L 15/05G10L 15/26G10L 2015/025G10L 2015/081+1 more

AI classification

Natural language1.00
Speech1.00
Machine learning0.98
Knowledge representation0.97
Vision0.09
AI hardware0.05
Planning0.00
Evolutionary computation0.00

Ownership

AT&T CORP.

assignment · 367810619

AT&T PROPERTIES, LLC

assignment · 368450841

AT&T INTELLECTUAL PROPERTY II, L.P.

assignment · 368500928

Assignors

BANGALORE, SRINIVAS, GUPTA, NARENDRA K., RAHIM, MAZIN G.

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

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