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US Patent 11922943 KPI-threshold selection for audio-transcription models

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Patent
Patent
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Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
0
Patent Number
119229430
Patent Inventor Names
Yong Yi Bay0
Menglin Cao0
Yang Angelina Yang0
Date of Patent
March 5, 2024
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Patent Application Number
171588050
Date Filed
January 26, 2021
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Patent Citations
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US Patent 8447604 Method and apparatus for processing scripts and related data
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US Patent 10789943 Proxy for selective use of human and artificial intelligence in a natural language understanding system
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US Patent 7228275 Speech recognition system having multiple speech recognizers
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Patent Primary Examiner
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Neeraj Sharma
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Patent abstract

In general, this disclosure describes techniques for generating and evaluating automatic transcripts of audio recordings containing human speech. In some examples, a computing system is configured to: generate transcripts of a plurality of audio recordings; determine an error rate for each transcript by comparing the transcript to a reference transcript of the audio recording; receive, for each transcript, a subjective ranking selected from a plurality of subjective rank categories; determine, based on the error rates and subjective rankings, objective rank categories defined by error-rate ranges; and assign an objective ranking to a new machine-generated transcript of a new audio recording, based on the objective rank categories and an error rate of the new machine-generated transcript.

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