DIARIZATION USING LINGUISTIC LABELING TO CREATE AND APPLY A LINGUISTIC MODEL

Patent №

US 10,692,500

Granted

2020-06-23

Filed 2019

Owner

VERINT SYSTEMS LTD.

Lab

AI components

4

ml · nlp · speech · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16587518

Systems and methods of diarization using linguistic labeling include receiving a set of diarized textual transcripts. A least one heuristic is automatedly applied to the diarized textual transcripts to select transcripts likely to be associated with an identified group of speakers. The selected transcripts are analyzed to create at least one linguistic model. The linguistic model is applied to transcripted audio data to label a portion of the transcripted audio data as having been spoken by the identified group of speakers. Still further embodiments of diarization using linguistic labeling may serve to label agent speech and customer speech in a recorded and transcripted customer service interaction.

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Planning1.00
AI hardware0.49
Knowledge representation0.13
Vision0.00
Evolutionary computation0.00

Ownership

VERINT SYSTEMS LTD.

assignment · 509930937

Assignors

ZIV, OMER, ACHITUV, RAN, SHAPIRO, IDO, DREYFUSS, JEREMIE

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

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