The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 24, 2012
Filed:
Mar. 25, 2008
Ruhi Sarikaya, Shrub Oak, NY (US);
Yonggang Deng, Yorktown Heights, NY (US);
Brian Edward Doorenbos Kingsbury, Cortlandt Manor, NY (US);
Yuqing Gao, Mount Kisco, NY (US);
Ruhi Sarikaya, Shrub Oak, NY (US);
Yonggang Deng, Yorktown Heights, NY (US);
Brian Edward Doorenbos Kingsbury, Cortlandt Manor, NY (US);
Yuqing Gao, Mount Kisco, NY (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
A system and method for training a statistical machine translation model and decoding or translating using the same is disclosed. A source word versus target word co-occurrence matrix is created to define word pairs. Dimensionality of the matrix may be reduced. Word pairs are mapped as vectors into continuous space where the word pairs are vectors of continuous real numbers and not discrete entities in the continuous space. A machine translation parametric model is trained using an acoustic model training method based on word pair vectors in the continuous space.