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Real time system for instrumental sound extraction and recognition

机译:用于乐器声音提取和识别的实时系统

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This article presents a “smart sound sensor” solution. More specifically it is a system on a chip capable of extracting sound patterns from an input signal captured by a microphone, patterns that correspond to certain musical instruments. The aim is to identify sounds like: voices, ambient sounds or musical sounds. Such applications generally involve the presence of a computer that analyzes offline the audio sequence. There are also smartphone security applications that rely on voice recognition templates that were previously stored and which work by processing the input sequence offline, after recording. Unlike these methods, our solution enables online real time identification of a group of musical instruments and allows extracting of certain sound sequences that belong to a particular instrument so that it can be isolated for sole playing. The solution was implemented in an integrated system “sound sensor” that analyzes the input signal in real time and can give output data without additional elements.
机译:本文提出了一种“智能声音传感器”解决方案。更具体地说,它是一种芯片上的系统,该系统能够从麦克风捕获的输入信号中提取与某些乐器相对应的声音模式。目的是识别诸如声音,环境声音或音乐声音之类的声音。这样的应用程序通常涉及离线分析音频序列的计算机的存在。也有一些智能手机安全应用程序依赖于以前存储的语音识别模板,并且在记录后通过脱机处理输入序列来工作。与这些方法不同,我们的解决方案可以在线实时识别一组乐器,并允许提取属于特定乐器的某些声音序列,以便可以将其隔离以进行单独演奏。该解决方案在集成的系统“声音传感器”中实施,该系统可以实时分析输入信号,并且无需附加元素即可提供输出数据。

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