Patent ID: 11929062
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 10:
11. A non-transitory computer readable storage medium tangibly embodying a computer readable program code having computer readable instructions that, when executed, causes a computer device to carry out a method of training a spoken language understanding (SLU) model, comprising:
receiving natural language training data comprising (i) one or more speech recording, and (ii) a set of semantic entities and/or an overall intent for each corresponding speech recording;
for each speech recording, extracting (i) one or more entity labels and corresponding values, and (ii) one or more intent labels from the corresponding semantic entities and/or overall intent; and
training the spoken language understanding (SLU) model based upon the one or more entity labels and corresponding values, and one or more intent labels of the corresponding speech recordings, without a need for a transcript of the corresponding speech recording.