| CPC G10L 15/22 (2013.01) [G10L 15/26 (2013.01); G10L 2015/223 (2013.01); G10L 2015/227 (2013.01); G10L 2015/228 (2013.01)] | 18 Claims |
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1. A computer-implemented method comprising:
during a first time period:
receiving first data representing a first device name associated with a user profile, the first device name indicating a first user device;
determining a device name embedding using the first data, the device name embedding representing a machine readable representation of the first device name; and
storing, in a database, the device name embedding with the user profile;
during a second time period subsequent to the first time period:
receiving input data;
determining, using the input data, that a predicted user input is expected to be received at a future predicted time, the predicted user input corresponding to an intent to operate the first user device represented by the first device name;
determining that a duration of time is required to retrieve the device name embedding from the database causing a latency; and
retrieving, at a first time based on the duration of time and prior to the future predicted time, the device name embedding; and
during a third time period subsequent to the second time period:
receiving a user input;
determining the user input is associated with the user profile;
processing the user input and the device name embedding using a previously trained model to determine that the user input corresponds to the intent to operate the first user device; and
using the device name embedding to determine output responsive to the user input, the output causing operation of the first user device.
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