智能人机交互技术(AIUI) 是最新的人机交互技术,融合了基于大数据和深度学习的远场语音识别,全双工交互,语音合成,语义理解,私有语义等技术,形成了一体化的基于语音的人机交互解决方案。作为机器人和智能音箱的核心技术,AIUI可用于智能车载、新零售、智慧医疗、智慧金融、智能家居等多个领域,极大地改变了人们的生活方式。
在本课程主要包括两部分内容,1、智能人机交互系统设计,2、创新项目实践。其中第一部分主要介绍Linux下的python编程,以及使用python调用麦克风阵列驱动和讯飞语音云服务,实现基本的语音识别、语音合成、语义分析等功能。另外,通过使用python的numpy、scipy等数学工具包,对声音信号进行处理,实现简单的声源定位、语音唤醒功能;在第二个部分创新项目实践当中,同学们将会参与到基于树莓派的智能音箱开发项目中,基于python语言,结合同学自己的创意,开发属于你自己具有特定功能的智能音箱。
AIUI is the latesthuman-computer interaction technology, which combines far-field speechrecognition based on big-data and deep-learning, full duplex interaction,speech synthesis, semantic understanding, private semantics and othertechnologies, and forms an integrated human-computer interaction solution. Asthe core technology of robot and intelligent chat-box, AIUI can be used in manyfields such as intelligent vehicle, new retail, intelligent medical treatment,intelligent finance, smart home and so on. It has greatly changed people's wayof life.
This course contains two parts. 1, the design ofintelligent human-computer interaction system, 2, the practice of innovationproject. The first part mainly introduces the python programming under Linux,and the use of Python to call microphone array driver and voice cloud serviceto realize basic voice recognition, speech synthesis, semantic analysis andother functions. In addition, by using numpy, SciPy and other mathematicaltoolkits, the students will achieve a simple sound source positioning and voicewake-up function. In the second part, the students will participate in theintelligent chat-box development on the raspberry. Based on Python and combinedwith their own ideas, the students will develop intelligent chat-boxes witheach specific functions.
1通过本课程的学习,学生可以了解与掌握自然语音语义交互的相关知识。
2获得在人工智能领域的创新教育训练与创新能力的培养。
3通过一个个切实有趣的项目了解大数据、物联网基础,接触目前自然语言交互科研方向热点与未来人工智能行业的发展趋势。
4鼓励学生将所学知识与技术创新地应用在各专业方向,探索AI技术在各个学科领域的应用。