Improving Speech Recognition by Utilizing Communication-field Mechanism Constraints

Abstract

Communication-field mechanism design includes rules and incentives to indirectly control the communication of a group of people, e.g., discussion, debate, meeting, and consultation, by introducing constraints to the communication process. Similarly, we hypothesize that such constraints are beneficial for the application of speech recognition technologies based on artificial intelligence. In this paper, we evaluate this hypothesis by using an automatic speech recognition system with Dealing Rights to Speak (DRS) as a proof of concept. Our experimental results show that the introduction of DRS can effectively improve the performance of the speech recognition system.