公开(公告)号：US10656605B1

公开(公告)日：2020-05-19

申请号：US16401791

申请日：2019-05-02

Applicant: Google LLC

Inventor： Chung-Cheng Chiu ,  Navdeep Jaitly ,  Ilya Sutskever ,  Yuping Luo

IPC: G05B13/02 ,  G10L15/16 ,  G06N3/04 ,  G06F40/44

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating a target sequence from a source sequence. In one aspect, the system includes a recurrent neural network configured to, at each time step, receive am input for the time step and process the input to generate a progress score and a set of output scores; and a subsystem configured to, at each time step, generate the recurrent neural network input and provide the input to the recurrent neural network; determine, from the progress score, whether or not to emit a new output at the time step; and, in response to determining to emit a new output, select an output using the output scores and emit the selected output as the output at a next position in the output order.

公开(公告)号：US10281885B1

公开(公告)日：2019-05-07

申请号：US15600699

申请日：2017-05-19

Applicant: Google LLC

Inventor： Chung-Cheng Chiu ,  Navdeep Jaitly ,  Ilya Sutskever ,  Yuping Luo

IPC: G05B13/02 ,  G06N3/04 ,  G06F17/28 ,  G10L15/16

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating a target sequence from a source sequence. In one aspect, the system includes a recurrent neural network configured to, at each time step, receive am input for the time step and process the input to generate a progress score and a set of output scores; and a subsystem configured to, at each time step, generate the recurrent neural network input and provide the input to the recurrent neural network; determine, from the progress score, whether or not to emit a new output at the time step; and, in response to determining to emit a new output, select an output using the output scores and emit the selected output as the output at a next position in the output order.