Journal of Appliance Science & Technology ›› 2024, Vol. 0 ›› Issue (zk): 125-129.doi: 10.19784/j.cnki.issn1672-0172.2024.99.026

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Research on intelligent interactive control system of home appliances based on LLM

LI Wei1,2, JIA Qiwei1,2, LAO Chunfeng1, SONG Yujun1   

  1. 1. Qingdao Haier Air Conditioner Co., Ltd. Qingdao, 266101;
    2. National Engineering Research Center of Digital Home Networkin Qingdao, 266101
  • Online:2024-12-10 Published:2024-12-31

Abstract: The research on intelligentization of home appliances is advancing continuously, and there are many technical deficiencies in the current research and application practice of intelligent control systems that affect the user experience. This study proposes the research of intelligent home appliance control system based on Large Language Model (LLM) to address the shortcomings of intelligent voice interaction control. The content focuses on the training method and parameter tuning of the vertical application of the Large Language Model in the field of home appliances, and the construction of the intelligent home appliance interaction system based on the Large Model is synchronized. Speech Emotion Recognition (SER) and Text to Speech (TTS) are innovatively introduced to construct a whole set of intelligent human-computer interaction system for anthropomorphic applications. The application of this human-computer interaction system can further enhance the interaction and control capability of home appliances, closer to the natural interaction of human beings, shorten the distance between machines and human beings, and significantly improve the user's experience of using the equipment.

Key words: Intelligent home appliances, Large language model, Speech emotion recognition, Emotional text to speech

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