CUSTOMIZED SPEECH PROCESSING LANGUAGE MODELS

Patent №

US 9,934,777

Granted

2018-04-03

Filed 2016

Owner

AMAZON TECHNOLOGIES, INC.

AI components

5

ml · nlp · speech · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15248211

User-specific language models (LMs) that include internal word indexes to a word table specific to the user-specific LM rather than a word table specific to a system-wide LM. When the system-wide LM is updated, the word table of the user-specific LM may be updated to translate the user-specific indices to system-wide indices. This prevents having to update the internal indices of the user-specific LM every time the system-wide LM is updated.

Machine learningNatural languageSpeechPlanningAI hardwareG10L 15/063G10L 15/1815G10L 15/183G10L 15/22G10L 15/193G10L 15/30G10L 2015/025G10L 2015/0635

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
AI hardware0.99
Planning0.74
Knowledge representation0.20
Evolutionary computation0.00
Vision0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 395530100

Assignors

JOSEPH, SHAUN NIDHIRI, PAREEK, SONAL, RASTROW, ARIYA, TIWARI, GAUTAM, ROSEN, ALEXANDER DAVID

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

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