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Sound Environment Analysis in Smart Home

机译:智能家居中的声环境分析

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摘要

This study aims at providing audio-based interaction technology that lets the users have full control over their home environment, at detecting distress situations and at easing the social inclusion of the elderly and frail population. The paper presents the sound and speech analysis system evaluated thanks to a corpus of data acquired in a real smart home environment. The 4 steps of analysis are signal detection, speech/sound discrimination, sound classification and speech recognition. The results are presented for each step and globally. The very first experiments show promising results be it for the modules evaluated independently or for the whole system.
机译:这项研究旨在提供基于音频的交互技术,使用户可以完全控制自己的家庭环境,检测遇险情况并缓解老年人和体弱人群的社会包容性。本文介绍了语音和语音分析系统,这要归功于在真正的智能家居环境中获得的数据集。分析的四个步骤是信号检测,语音/声音识别,声音分类和语音识别。结果针对每个步骤以及全局显示。最初的实验表明,无论是对独立评估的模块还是对整个系统进行评估,结果都令人鼓舞。

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