首页> 外文会议>International Conference on Informatics and Computing >A speech intelligence conversation bot for interactive media information
【24h】

A speech intelligence conversation bot for interactive media information

机译:用于交互式媒体信息的语音智能对话机器人

获取原文

摘要

The customer service is needed in not only companies but also in a university. The university usually have the customer service by phone number, such as Gunadarma University that gives the Media Information Centre's phone number to do the customer service task. The growth technologies encourage the customer service to have the improvement. This research is developing the speech intelligence conversation bot as an interactive media information, a customer service improvement. This speech intelligence conversation bot is not only having the ability to listen the user's question but also has the intelligence to understand the user's question and gives the right information related to that question. The ability to listen and speak with the user is implemented using speech recognition by Sphinx-4 while the ability to understand and find the related information is implemented by using the chatbot system with the modificated MegaHal style for developing it. The accuracy each ability of this speech intelligence conversation bot are intelligence conversation bot are 80,0% for speech recognition, 89,3% for chatbot system, and 100% for response generation. The average accuracy fot the whole system is 89.7% However, it needs more improvement in both speech recognition ability and chatbot system ability, especially for speech recognition since it has the lowest accuracy number among the other abilities.
机译:客户服务不仅在公司中而且在大学中都需要。大学通常通过电话号码来提供客户服务,例如Gunadarma大学,它会提供媒体信息中心的电话号码来执行客户服务任务。增长技术鼓励客户服务得到改善。这项研究正在开发语音智能对话机器人,将其作为一种交互式媒体信息,以改善客户服务。这个语音智能对话机器人不仅具有收听用户问题的能力,而且还具有理解用户问题并提供与该问题相关的正确信息的能力。 Sphinx-4使用语音识别功能实现了与用户进行听和说的能力,而使用经过修改的MegaHal风格的聊天机器人系统来开发来实现理解和查找相关信息的能力。此语音智能对话bot的每个功能的准确性,即语音识别机器人为80,0 \%,聊天机器人系统为89,3 \%,响应生成为100 \%。整个系统的平均准确度为89.7%。但是,它在语音识别能力和聊天机器人系统能力方面都需要进一步提高,特别是对于语音识别,因为它在其他能力中具有最低的准确度数。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号