SYSTEM AND METHOD FOR TRIPHONE-BASED UNIT SELECTION FOR VISUAL SPEECH SYNTHESIS

Patent №

US 7,933,772

Granted

2011-04-26

Filed 2008

Owner

AT&T CORP.

Lab

AI components

4

ml · vision · speech · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12051311

A system and method for generating a video sequence having mouth movements synchronized with speech sounds are disclosed. The system utilizes a database of n-phones as the smallest selectable unit, wherein n is larger than 1 and preferably 3. The system calculates a target cost for each candidate n-phone for a target frame using a phonetic distance, coarticulation parameter, and speech rate. For each n-phone in a target sequence, the system searches for candidate n-phones that are visually similar according to the target cost. The system samples each candidate n-phone to get a same number of frames as in the target sequence and builds a video frame lattice of candidate video frames. The system assigns a joint cost to each pair of adjacent frames and searches the video frame lattice to construct the video sequence by finding the optimal path through the lattice according to the minimum of the sum of the target cost and the joint cost over the sequence.

Machine learningVisionSpeechEvolutionary computationG10L 15/08G10L 13/07G10L 15/26G10L 2021/105H04N 19/00

AI classification

Vision1.00
Speech1.00
Evolutionary computation0.78
Machine learning0.71
Natural language0.38
Knowledge representation0.08
AI hardware0.02
Planning0.01

Ownership

AT&T CORP.

assignment · 382930459

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