Tyler N Cole

US Patent:

20220382959, Dec 1, 2022

Filed:

May 26, 2021

Appl. No.:

17/303279

Inventors:

- San Francisco CA, US
Luke Percival de Oliveira - San Francisco CA, US
Umair Akeel - San Ramon CA, US
Tyler Cole - Diamond Bar CA, US

International Classification:

G06F 40/103
G06F 40/166
G06N 20/00

Abstract:

Methods, systems, and computer programs are presented for formatting raw text. One method includes an operation for accessing raw text comprising words corresponding to one or more sentences. The raw text is lowercase text without any punctuation. Further, the method includes operations for creating a plurality of sub-words corresponding to the raw text, and for generating, by a machine-learning (ML) model, an output for each sub-word based on the created sub-words. The output for each sub-word indicates a formatting operation for the corresponding sub-word. The method further includes an operation for generating, based on the formatting operations in the outputs for the sub-words, formatted text corresponding to the raw text. The formatted text is text with correct grammar, proper punctuation, and proper capitalization according to a meaning of words spoken by a speaker associated with the raw text.