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Towards automated ingestion detection: Swallow sounds

机译:迈向自动摄取检测:吞咽声音

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Obesity is a worldwide epidemic and is a cause of many major chronic diseases. In most cases, obesity is a result of an imbalance between food intake and calories burned. Steps toward automated ingestion detection are being made. In order to automate the process of capturing ingestion, a method for detecting, analyzing, and recording sounds related to ingestion is being developed. In this paper, preliminary swallow sound analysis is presented and compared with various other noises captured from a throat mounted microphone. Initial frequency analysis indicates a stronger presence at high frequency intervals for swallow sounds in relation to other captured sounds such as voice. Comparisons show that a single high-pass filter can offer similar results as wavelet decomposition. Two simple methods for event detection are given.
机译:肥胖是一个全球流行病,是许多主要慢性病的原因。在大多数情况下,肥胖是食物摄入和卡路里之间不平衡的结果。正在制作自动摄取检测的步骤。为了自动捕获摄取的过程,正在开发用于检测,分析和记录与摄取相关的声音的方法。在本文中,提出了初步吞咽声音分析,并与从喉部安装麦克风捕获的各种其他噪声进行比较。初始频率分析表明,在高频间隔下,吞咽声音与其他捕获声音(例如语音)相关的高频间隔存在。比较表明,单个高通滤波器可以提供与小波分解类似的结果。给出了事件检测的两种简单方法。

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