System and Method for Increasing Recognition Rates of In-Vocabulary Words By Improving Pronunciation Modeling

US2015073797A1 · US · A1

Patent metadata
FieldValue
Publication numberUS-2015073797-A1
Application numberUS-201414539221-A
CountryUS
Kind codeA1
Filing dateNov 12, 2014
Priority dateDec 4, 2008
Publication dateMar 12, 2015
Grant date

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Abstract

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The present disclosure relates to systems, methods, and computer-readable media for generating a lexicon for use with speech recognition. The method includes overgenerating potential pronunciations based on symbolic input, identifying potential pronunciations in a speech recognition context, and storing the identified potential pronunciations in a lexicon. Overgenerating potential pronunciations can include establishing a set of conversion rules for short sequences of letters, converting portions of the symbolic input into a number of possible lexical pronunciation variants based on the set of conversion rules, modeling the possible lexical pronunciation variants in one of a weighted network and a list of phoneme lists, and iteratively retraining the set of conversion rules based on improved pronunciations. Symbolic input can include multiple examples of a same spoken word. Speech data can be labeled explicitly or implicitly and can include words as text and recorded audio.

First claim

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We claim: 1 . A method comprising: overgenerating potential pronunciations by converting portions of symbolic input into a number of possible lexical pronunciation variants based on an established set of conversion rules, wherein the symbolic input comprises labeled speech data; selecting, via a processor of a computing device, pronunciations in a speech recognition context from the potential pronunciations, to yield selected potential pronunciations; and retraining the esta…

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What does patent US2015073797A1 cover?
The present disclosure relates to systems, methods, and computer-readable media for generating a lexicon for use with speech recognition. The method includes overgenerating potential pronunciations based on symbolic input, identifying potential pronunciations in a speech recognition context, and storing the identified potential pronunciations in a lexicon. Overgenerating potential pronunciation…
Who is the assignee on this patent?
At & T Ip I Lp
What technology area does this patent fall under?
Primary CPC classification G06F40/284. Mapped technology areas include Physics.
When was this patent published?
Publication date Thu Mar 12 2015 00:00:00 GMT+0000 (Coordinated Universal Time) (A1). Legal status and post-grant events are not shown on this page.
What related patents are in patentsdb?
We list 8 related publications on this page (citations in our corpus or others sharing the same primary CPC).