In most team-based esports, voice communications are prominent in the team efficiency and synergy. In fact it has been observed that not only the skill aspect of the team but also the team effective voice communication comes into play when trying to have good performance in official matches. With the recent emergence of LLM (Large Language Models) tools regarding NLP (Natural Language Processing) (Vaswani et. al.), we decided to try applying them in order to have a better understanding on how to improve the effectiveness of the voice communications. In this paper the study has been made through the prism of League of Legends esport. However the main concepts and ideas can be easily applicable in any other team related esports.

翻译：在多数团队型电子竞技项目中，语音通信对团队效率与协同配合具有显著影响。实际观察表明，在正式比赛中要取得良好表现，不仅取决于团队的技术水平，有效的团队语音通信同样至关重要。随着近期自然语言处理领域大型语言模型工具的出现，我们尝试应用这些技术来深入理解如何提升语音通信的有效性。本研究以《英雄联盟》电子竞技为分析视角展开，但其中提出的核心概念与思路可便捷地推广至其他团队型电竞项目。