Rank-reduced token representation for automatic speech recognition
AssigneeApple Inc.
InventorsChristophe J. Van Gysel, Yi Su, Xiaochuan Niu, Ilya Oparin
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AssigneeApple Inc.
InventorsChristophe J. Van Gysel, Yi Su, Xiaochuan Niu, Ilya Oparin
Estimating the term…
The present disclosure generally relates to processing speech or text using rank-reduced token representation. In one example process, speech input is received. A sequence of candidate words corresponding to the speech input is determined. The sequence of candidate words includes a current word and one or more previous words. A vector representation of the current word is determined from a set of trained parameters. A number of parameters in the set of trained parameters varies as a function of one or more linguistic characteristics of the current word. Using the vector representation of the current word, a probability of a next word given the current word and the one or more previous words is determined. A text representation of the speech input is displayed based on the determined probability.
An electronic device, comprising:
A method for performing automatic speech recognition using rank-reduced token representation, the method comprising:
A non-transitory computer-readable storage medium storing one or more programs configured to be executed by one or more processors of an electronic device with a display, the one or more programs including instructions for:
Dependencies are inferred from the claim text.