Method for semantic recognition, electronic device, and storage medium

An electronic device, comprising:

• at least one processor;
• and
• a memory, communicatively coupled to the at least one processor,
• wherein the memory is configured to store instructions executable by the at least one processor, and when the instructions are executed by the at least one processor, the at least one processor is configured to:
• obtain a speech recognition result of a speech to be processed, wherein the speech recognition result comprises a newly added recognition result fragment and a historical recognition result fragment, and the newly added recognition result fragment is a recognition result fragment corresponding to a newly added speech fragment in the speech;
• obtain a semantic vector of each historical object in the historical recognition result fragment, and to obtain a semantic vector of each newly added object by inputting the semantic vector of each historical object and each newly added object in the newly added recognition result fragment into a streaming semantic coding layer;
• and
• obtain a semantic recognition result of the speech by inputting the semantic vector of each historical object and the semantic vector of each newly added object into a streaming semantic vector fusion layer and a semantic understanding multi-task layer sequentially arranged.

A non-transitory computer readable storage medium having computer instructions stored thereon, wherein the computer instructions are configured to cause a computer to execute a method for semantic recognition, and the method comprises:

• obtaining a speech recognition result of a speech to be processed, wherein the speech recognition result comprises a newly added recognition result fragment and a historical recognition result fragment, and the newly added recognition result fragment is a recognition result fragment corresponding to a newly added speech fragment in the speech;
• obtaining a semantic vector of each historical object in the historical recognition result fragment, and obtaining a semantic vector of each newly added object by inputting the semantic vector of each historical object and each newly added object in the newly added recognition result fragment into a streaming semantic coding layer;
• and
• obtaining a semantic recognition result of the speech by inputting the semantic vector of each historical object and the semantic vector of each newly added object into a streaming semantic vector fusion layer and a semantic understanding multi-task layer sequentially arranged.