Trained model generating device, trained model generating method, and recognition device

Abstract

A trained model generating device includes a controller configured to generate a trained model output unit that outputs a recognition result of a recognition target contained in input information. The controller acquires an adapter that can convert the input information prior to inputting the input information into at least one base model. The at least one base model is generated by performing first training using teacher data including training target information identical to or related to the input information. The adapter is generated by performing second training using teacher data including information different from information used in the first training, out of the training target information, while the adapter is coupled to the at least one base model. The controller generates a target model by performing third training using teacher data including information different from both the information used in the first training and the information used in the second training out of the training target information. The controller generates the trained model by coupling the adapter and the target model to each other.

Dependencies are inferred from the claim text.