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Analysis of Noisy Biosignals for Musical Performance

机译:嘈杂的乐观性能的分析

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Biosignal sensors are now small, affordable, and wireless. We desire to include such sensors (e.g. heart rate, respiration, acceleration) in a live musical performance, which sets requirements on the reliability and variability of the data. Unfortunately the raw signals from such devices are unable to meet these requirements. We contribute our solutions for overcoming the shortcomings of these sensors in two parts. The first is an online data processing and analysis system, including on-line generative models that describe the signals but add consistency. The second is the end-to-end system for capturing wireless signal data for the analysis system and integrating the resulting output into a popular digital audio workstation in a very flexible manner conducive to live performance. We also explore the role of "analysis supervisor"-a member of the performing act who ensures that the results of biosignal analysis fall within the desired ranges to contribute to the music effectively.
机译:生物关像头传感器现在小,价格实惠和无线。我们希望在实时音乐能表现中包括这样的传感器(例如,心率,呼吸,加速),从而为数据的可靠性和可变性设置了要求。不幸的是,来自此类设备的原始信号无法满足这些要求。我们为克服了两个部分的缺点贡献了我们的解决方案。第一个是在线数据处理和分析系统,包括描述信号但添加一致性的在线生成模型。第二是用于捕获用于分析系统的无线信号数据的端到端系统,并以非常灵活的方式将产生的输出集成到流行的数字音频工作站中,这是一种有利于实现性能的非常灵活的方式。我们还探讨了“分析主管”-A成员的表演行为的作用,他们确保生物关键分析的结果落在所需的范围内,以有效地促进音乐。

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