摘要
近年来,随着计算机软硬件的不断突破以及人工智能技术的进步,机器人与人类之间的语音对话交互系统取得了显著的进展。作为人机对话系统的关键组成部分,自然语言理解模块的语义理解结果将直接影响人机对话系统的成功率。文章介绍了语音交互的技术内涵,分析了典型语音交互系统的构成,并详细阐述了语音识别、语义理解和意图推理等相关技术。
In recent years,with the continuous breakthroughs in computer software and hardware,as well as the advancement of artificial intelligence technology,significant progress has been made in the voice dialogue interaction system between robots and humans.As a key component of the humanmachine dialogue system,the semantic understanding results of the natural language understanding module directly affect the success rate of the human-machine dialogue system.The article introduces the technical connotation of voice interaction,analyzes the composition of typical voice interaction systems,and elaborates on related technologies such as speech recognition,semantic understanding,and intent inference in detail.
作者
林攀
LIN Pan(Renmin University of China,Beijing 100000,China)
出处
《计算机应用文摘》
2024年第15期46-48,共3页
Chinese Journal of Computer Application
关键词
语音识别
意图理解
自然语言理解
人机交互系统
speech recognition
intent comprehension
natural language understanding
humancomputer interaction system
