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06 Binary Numbers Revision - DSP Theory: Basics of Audio DSP and Machine Learning for Audio



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Basics of Digital Audio Signal Processing and Machine Learning for Audio using Python - 06 Binary Numbers Revision - DSP Theory

Playlist: https://youtube.com/playlist?list=PL6QnpHKwdPYi-600wCa4PPIrP2DpgKqFk
GitHub: https://github.com/GuitarsAI/BDASPML

06 Binary Numbers Revision - DSP Theory

00:00:00 Introduction
00:02:09 Binary Representation
00:02:34 Counting in Binary
00:04:46 Binary Arithmetic
00:05:45 Bitwise Operations
00:07:42 Converting from Decimal to Binary and Vice-versa: Python bin(...) function.
00:08:30 Binary Addition Example in Python
00:10:11 .bit_length() method
00:13:44 OR Operator ( | ) - Bit Set
00:15:54 AND Operator ( & ) - Bit Clear
00:18:08 Bit Shifting
00:22:16 Bit Depth and Powers of 2
00:24:44 Decomposing Bit Numbers in Powers of 2

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This is a from zero to hero series in which we learn DSP and Machine Learning theory side-by-side with learning Python Programming.
No background or previous knowledge is necessary but if you know some higher level maths it would help.
If you are just interested in theory you can skip the programming parts, and vice-versa.
This series is very practical as we start with a code example, and we explore the theory behind it and go through the code to understand the Python language.

#dsp #python #signalprocessing Audio Digital Signal Processing with Python
Category
Audio
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