公开(公告)号：US20200379640A1

公开(公告)日：2020-12-03

申请号：US16576113

申请日：2019-09-19

Applicant: Apple Inc.

Inventor： Jerome R. BELLEGARDA ,  Jui-Yang HSU ,  Partha LAL ,  Akash MEHRA

IPC: G06F3/0488 ,  G06N20/20 ,  G06F17/27 ,  G06F17/18

Abstract: An example method includes at an electronic device with one or more processors and memory: obtaining first data representing a user-generated keyboard path for one or more words; obtaining second data representing a synthetic keyboard path for the one or more words; generating, using a first instance of a generative network, based on the first data and the second data, third data representing a modification of the synthetic keyboard path; determining whether the third data represent a second user-generated keyboard path; determining whether the third data represent the one or more words; and in accordance with a determination that the third data represent a second user-generated keyboard path and a determination that the third data represent the one or more words: training a model for keyboard path recognition based on the third data.

公开(公告)号：US20220391585A1

公开(公告)日：2022-12-08

申请号：US17411790

申请日：2021-08-25

Applicant: Apple Inc.

Inventor： Jerome R. BELLEGARDA ,  Ojas BAPAT ,  Akash MEHRA

IPC: G06F40/274 ,  G06F3/0488 ,  G06F40/279 ,  G06F17/18

Abstract: Systems and processes for multi-modal input interpretation are provided. For example, an input associated with a touch is received from a user. A first reconstruction based on the input is determined. A first simulated input is obtained based on a modification of the input. A second reconstruction is determined based on the first reconstruction and the first simulated input. Based on at least the first reconstruction and the second reconstruction, a probability representation is obtained. An output is determined, by a language model, based on the probability representation. The output is then provided to the user.