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Think DSP: Digital Signal Processing in Python

If you understand basic mathematics and know how to program with Python, you’re ready to dive into signal processing. While most resources start with theory to teach this complex subject, this practical book introduces techniques by showing you how they’re applied in the real world. In the first chapter alone, you’ll be able to decompose a sound into its harmonics, modify the harmonics, and generate new sounds.

Author Allen Downey explains techniques such as spectral decomposition, filtering, convolution, and the Fast Fourier Transform. This book also provides exercises and code examples to help you understand the material.

You’ll explore:

  • Periodic signals and their spectrums
  • Harmonic structure of simple waveforms
  • Chirps and other sounds whose spectrum changes over time
  • Noise signals and natural sources of noise
  • The autocorrelation function for estimating pitch
  • The discrete cosine transform (DCT) for compression
  • The Fast Fourier Transform for spectral analysis
  • Relating operations in time to filters in the frequency domain
  • Linear time-invariant (LTI) system theory
  • Amplitude modulation (AM) used in radio

Other books in this series include Think Stats and Think Bayes, also by Allen Downey.

Procurando Think DSP: Digital Signal Processing in Python? Aqui você encontra tudo sobre este livro de Allen B. Downey, publicado por O'Reilly Media em 30 de agosto de 2016. Nesta página estão a descrição da obra, os detalhes da edição (168 páginas) e os formatos disponíveis para baixar: pdf, epub, txt, djvu. Se você gosta de Livros Internacionais, Ciências Tecnológicas, Tecnologia, Livros de Referência, explore também outros títulos da mesma categoria no Encontrando os melhores livros. Veja ainda as outras obras de Allen B. Downey em nosso catálogo.

Número de páginas:168
Isbn 10:1491938455
Isbn 13:9781491938454
Encadernação:Capa Comum
Edição Think DSP: Digital Signal Processing in Python:1ª