首页> 外文会议>International symposium on intelligent data analysis >Analysis of Noisy Biosignals for Musical Performance
【24h】

Analysis of Noisy Biosignals for Musical Performance

机译:用于音乐表演的嘈杂生物信号分析

获取原文

摘要

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:现在,生物信号传感器体积小,价格低廉并且是无线的。我们希望在现场音乐表演中包含此类传感器(例如心率,呼吸,加速度),这对数据的可靠性和可变性提出了要求。不幸的是,来自此类设备的原始信号无法满足这些要求。我们分两部分提供解决方案,以克服这些传感器的缺点。第一个是在线数据处理和分析系统,包括描述信号但增加一致性的在线生成模型。第二个是端到端系统,用于捕获分析系统的无线信号数据并将结果输出以非常灵活的方式集成到流行的数字音频工作站中,从而有利于现场表演。我们还将探讨“分析主管”的作用-表演演员的角色,可确保生物信号分析的结果落在所需范围内,以有效地为音乐做出贡献。

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