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Audio DSP from Scratch for Students of Computing

机译:音频DSP从划痕进行计算

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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:本文提出了一套专用编程应用,用于在计算中将数字音频基础教授数字音频基础知识。这些应用已在计算科学研究所汲南工业大学超过15年。每个应用程序都专门向个人主题,是自我解释的,说明了给定的主题,包括学生解决的几个简单问题。主题包括:信号能量和rms的想法,信号正交,信号近似,简单的正弦合成,频谱,采样定理,上采样和下采样,卷积,数字滤波器的解释,频率特性,冷杉和iir滤波器的解释 - 它们的零和杆子,窗口,DFT及其时间和频率分辨率,临时分析等。这组程序被证明是MIR,语音和扬声器识别,语音合成,音频编码等更高级音频项目的起点。

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