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Audio DSP from Scratch for Students of Computing

机译:Scratch的音频DSP为计算机专业的学生

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The paper presents a set of dedicated programming applications for teaching digital audio basics to the novices with the background in computing. These applications have been used in the Institute of Computing Science Poznan University of Technology for over 15 years. Each application is devoted to an individual subject, is self explanatory, illustrates the given topic and includes several simple problems to be solved by students. The topics include: the idea of signal energy and RMS, signals orthogonality, signals approximations, simple sinusoidal synthesis, spectrum, sampling theorem, upsampling and downsampling, convolution, idea of digital filters and interpretation of frequency characteristics, FIR and IIR filters - their zeroes and poles, windowing, DFT and its time and frequency resolution, cepstral analysis and others. This set of programs proved useful as a starting point to more advanced audio projects in the domain of MIR, speech and speaker recognition, speech synthesis, audio coding and others.
机译:本文介绍了一组专用的编程应用程序,用于向具有计算背景的新手教授数字音频基础知识。这些应用程序已在波兹南理工大学计算科学研究所使用了15年以上。每个应用程序都针对一个单独的主题,具有自我解释性,说明了给定的主题,并包括一些需要学生解决的简单问题。主题包括:信号能量和RMS的概念,信号正交性,信号逼近,简单正弦合成,频谱,采样定理,上采样和下采样,卷积,数字滤波器的思想和频率特性的解释,FIR和IIR滤波器-零以及极点,开窗,DFT及其时间和频率分辨率,倒频谱分析等。这套程序被证明是在MIR,语音和说话者识别,语音合成,音频编码等领域中更高级音频项目的起点很有用。

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