ThinkDSP
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ThinkDSP | NAudio | |
---|---|---|
14 | 27 | |
3,724 | 5,242 | |
- | 1.8% | |
5.4 | 5.7 | |
5 months ago | 7 days ago | |
Jupyter Notebook | C# | |
- | MIT License |
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ThinkDSP
- How can I learn Digital Signal Processing fully ?
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Software skills
There's a free book online called Think DSP that teaches you how to design and visualize filters in Python: https://greenteapress.com/wp/think-dsp/
- Think DSP: An Introduction to Digital Signal Processing in Python
- What programming environment do you recommend for implementing some DSP theory?
- What resource do you suggest to learn DSP from for embedded applications?
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Fourier Series Visualisation with D3
https://greenteapress.com/wp/think-dsp/
It can be bought, but is available for free. Code is also available via GitHub. It uses Python and Jupyter.
"The premise of this book (and the other books in the Think X series) is that if you know how to program, you can use that skill to learn other things. I am writing this book because I think the conventional approach to digital signal processing is backward: most books (and the classes that use them) present the material bottom-up, starting with mathematical abstractions like phasors."
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Mathematical Python project ideas that are not ML
How about Think DSP: Digital Signal Processing in Python - https://github.com/AllenDowney/ThinkDSP
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C++ for numerical programming
My application is signal processing and tried to reproduce parts of https://github.com/AllenDowney/ThinkDSP in C++. https://gitlab.com/cpp8/thinkdsp.git and supplemented with some others. Documentation in https://github.com/RajaSrinivasan/assignments.git
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Recommended DSP Books
Think DSP
- Ask HN: How to get started with audio programming?
NAudio
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DIY Wavetable Synthesis Sequencer
Thanks for the suggestion. I have to rewrite most of the audio signal processing code anyway as I am using NAudio currently. Have heard of PiSound before, and will definitely check it out as it is pretty popular. I just need a way to output an array of numbers, representing the processed sound wave, to turn into an analog signal. Writing this from scratch is unnecessarily complicated when these libraries already exist.
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ButterWorth signal processing
https://github.com/naudio/NAudio/blob/master/NAudio.Core/Dsp/BiQuadFilter.cs Simple formulas for all major types of filters
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Cross-platform audio playback
Not tried it but there is also NAudio (https://github.com/naudio/NAudio)
I’ve used NAudio for this. You get Windows support for free, and it’s not too difficult to implement for other platforms. I have gists published for Android and iOS that should get you going.
- Playback audio from microphone to default speaker
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What is the best C# Library for detecting pitch from voice singing (through microphone)?
This might help: NAudio, they have a doc file for working with pitch here
- How to install NAudio in unity
- Show HN: Tone v0.0.4 – hackable command line audio tagger – any feedback?
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Trying to play a wave file slowed down
Hello. I'm working on a school assignment where I'm creating an application where the user can play .wav files slowed down to 0.5 speed. I'm using Naudio and Varispeed to accomplish this. There is a varispeed demo that shows how to do it and from what I can tell, I'm doing more or less the exact same in my code as the demo. But the wave file is played in the normal speed anyways. Does anyone have a clue on what I'm doing wrong?
- What programming environment do you recommend for implementing some DSP theory?
What are some alternatives?
dsp_examples
CSCore - An advanced audio library, written in C#. Provides tons of features. From playing/recording audio to decoding/encoding audio streams/files to processing audio data in realtime (e.g. applying custom effects during playback, create visualizations,...). The possibilities are nearly unlimited.
overtone - Collaborative Programmable Music
Xabe.FFmpeg - .NET Standard wrapper for FFmpeg. It allows to process media without know how FFmpeg works, and can be used to pass customized arguments to FFmpeg from dotnet core application.
helm - Helm - a free polyphonic synth with lots of modulation
vosk-api - Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
gen-rack - Create VCV Rack modules from gen~ exports
TagLib# - Library for reading and writing metadata in media files
thinkdsp
Audio Switcher - .NET Library which facilitates interacting with Audio Devices on Windows
zynaddsubfx - ZynAddSubFX open source synthesizer
Bufdio - A cross platform audio playback library for .NET with PortAudio and FFmpeg