SYSTEMS AND METHODS FOR IMPROVING SPEECH RECOGNITION PERFORMANCE BY GENERATING COMBINED INTERPRETATIONS

摘要

The systems and methods disclosed herein combine a plurality of interpretations of a voice-based input. The systems and methods may receive the voice-based input, process it using one or more automatic speech recognition modules to obtain a plurality of interpretations, and identify an entity set for each of the plurality of interpretations. The systems and methods may further generate a combined interpretation based on a first interpretation and second interpretation selected form the plurality of interpretations and assign a semantic score to the combined interpretation based on the entity sets of the first and second interpretation.

主权项

1. A method for combining a plurality of interpretations of a voice-based input, the method comprising:
receiving, using control circuitry, the voice-based input; processing the voice-based input using one or more automatic speech recognition modules to obtain a plurality of interpretations of the voice-based input; identifying an entity set for each of the plurality of interpretations; generating a combined interpretation based on a first interpretation and a second interpretation, wherein both the first interpretation and the second interpretation are selected from the plurality of interpretations; and assigning a semantic score to the combined interpretation based on the entity set of the first interpretation and the entity set of the second interpretation.