RICH CONTEXT MODELING FOR TEXT-TO-SPEECH ENGINES

Patent №

US 8,340,965

Granted

2012-12-25

Filed 2009

Owner

MICROSOFT CORPORATION

AI components

4

ml · nlp · speech · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12629457

Embodiments of rich context modeling for speech synthesis are disclosed. In operation, a text-to-speech engine refines a plurality of rich context models based on decision tree-tied Hidden Markov Models (HMMs) to produce a plurality of refined rich context models. The text-to-speech engine then generates synthesized speech for an input text based at least on some of the plurality of refined rich context models.

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
AI hardware0.97
Knowledge representation0.44
Evolutionary computation0.03
Planning0.00
Vision0.00

Ownership

MICROSOFT CORPORATION

assignment · 235950261

Assignors

YAN, ZHI-JIE, QIAN, YAO, SOONG, FRANK KAO-PING

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

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