Invention Grant
- Patent Title: Phonological clustering
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Application No.: US15977507Application Date: 2018-05-11
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Publication No.: US10943580B2Publication Date: 2021-03-09
- Inventor: Craig M. Trim , John M. Ganci, Jr. , James E. Bostick , Carlos A. Fonseca
- Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Applicant Address: US NY Armonk
- Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee Address: US NY Armonk
- Agency: Roberts Calderon Safran & Cole, P.C.
- Agent Scott Dobson; Andrew D. Wright
- Main IPC: G10L15/06
- IPC: G10L15/06 ; G10L15/02 ; G10L13/02 ; G06N3/08 ; G06K9/62 ; G10L13/08 ; G06F40/284

Abstract:
Methods and systems for phonological clustering are disclosed. A method includes: segmenting, by a computing device, a sentence into a plurality of tokens; determining, by the computing device, a plurality of phoneme variants corresponding to the plurality of tokens; clustering, by the computing device, the plurality of phoneme variants; creating, by the computing device, an initial vectorization of the plurality of phoneme variants based on the clustering; embedding, by the computing device, the initial vectorization of the plurality of phoneme variants into a deep learning model; and determining, by the computing device, a radial set of phoneme variants using the deep learning model.
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