METHOD AND APPARATUS FOR USING FORMANT MODELS IN SPEECH SYSTEMS

Patent №

US 6,505,152

Granted

2003-01-07

Filed 1999

Owner

MICROSOFT CORPORATION

AI components

3

ml · nlp · speech

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09389898

A model is provided for formants found in human speech. Under one aspect of the invention, the model is used in formant tracking by providing probabilities that describe the likelihood that a candidate formant is actually a formant in the speech signal. Other aspects of the invention use this formant tracking to improve the model by regenerating the model based on the formants detected by the formant tracker. Still other aspects of the invention use the formant tracking to compress a speech signal by removing some of the formants from the speech signal. A further aspect of the invention uses the formant model to synthesize speech. Under this aspect of the invention, the formant model is used to identify a most likely formant track for the synthesized speech. Based on this track, a series of resonators are used to introduce the formants into the speech signal.

AI classification

Speech1.00
Machine learning1.00
Natural language0.82
AI hardware0.29
Planning0.17
Vision0.03
Knowledge representation0.00
Evolutionary computation0.00

Ownership

MICROSOFT CORPORATION

assignment · 103910465

Assignors

ACERO, ALEJANDRO

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

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