Patent ID: 11875699
Assignee: nan
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A computer implemented method for vocational language learning comprising:
delivering a person's speech into a computer using speech recognition software including a Transformer attention neural network with encoding only and sending the output of the speech recognition software to a language adaptive encoding module which outputs a positional encoding matrix;
inputting the positional encoding matrix to a trained Transformer attention neural network module comprising both an encoder and decoder block, and a feed forward neural network layer; wherein the trained Transformer attention neural network module is trained using course materials for language learning and the trained Transformer attention neural network module comprises trained modules for dialogue, trained modules for a placement test, and trained modules for emotional expression;
receiving the output of the trained attention neural network module into a speech synthesis module;
delivering the output of the speech synthesis module to an avatar on the computer; and
delivering speech from the avatar to the person.