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SmartMeeting: An Novel Mobile Voice Meeting Minutes Generation and Analysis System

机译:SmartMeeting:一种新颖的移动语音会议记录生成和分析系统

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In this paper, we focus on designing and implementing SmartMeeting, an intelligent system for generating meeting minutes from meeting audio data. SmartMeeting mainly consists of four parts: the first part is the meeting speech detection, which is used to automatically extract multiple speech segments of each speaker and then sort them by time, and mark the corresponding speakers separately in different time periods; The second part is the meeting voice text transcription, the voice segment cut in the previous step is transcribed into a complete meeting text; The third part is the extraction of the meeting minutes, extracting meaningful key phrases and abstract sentences from the complete meeting text; The fourth part is the next work plan extraction, through the emotion recognition algorithm to filter out the negative emotion summary from the multiple meeting minutes, so as to show the next work plan of the meeting. By comparing and evaluating different baseline algorithms on real-world audio meeting datasets, experiments have proven that SmartMeeting can accurately summarize meetings and analyze agreed actions.
机译:在本文中,我们专注于设计和实现SmartMeeting,这是一种用于从会议音频数据生成会议记录的智能系统。 SmartMeeting主要包括四个部分:第一部分是会议语音检测,用于自动提取每个发言人的多个语音片段,然后按时间排序,并在不同的时间段分别标记相应的发言人。第二部分是会议语音文本的转录,将上一步中剪切的语音片段转录成完整的会议文本;第三部分是会议纪要的提取,从完整的会议文本中提取有意义的关键词和抽象句子。第四部分是下一个工作计划的提取,通过情感识别算法从多个会议纪要中过滤出负面的情绪总结,以展示下一个工作计划。通过在现实世界音频会议数据集上比较和评估不同的基准算法,实验证明SmartMeeting可以准确地总结会议并分析商定的动作。

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