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A Collection of Useful C++ Classes for Digital Signal Processing

"Techniques for digital signal processing are well guarded and held close to the chest, as they have valuable applications for multimedia content. The black art of Infinite Impulse Response ("IIR") filtering has remained veiled in secrecy with little publicly available source code...until now."

What is this?

Building on the work of cherished luminaries such as Sophocles Orfanidis, Andreas Antoniou, Martin Holters, and Udo Zolzer, this library harnesses the power of C++ templates to solve a useful problem in Digital Signal Processing: the realization of multichannel IIR filters of arbitrary order and prescribed specifications with various properties such as Butterworth, Chebyshev, Elliptic, and Optimum-L (Legendre) responses. The library is provided under the MIT license and is therefore fully compatible with proprietary usage.

Classes are designed as independent re-usable building blocks. Use some or all of the provided features, or extend the functionality by writing your own objects that plug into the robust framework. Only the code that you need will get linked into your application. Here's a list of features:

Exclusive focus on IIR filters instead of boring FIR filters
Complete implementation of all "RBJ Biquad" Cookbook filter formulas
Butterworth, Chebyshev, Elliptic, Bessel, Legendre designs
Low Pass, High Pass, Band Pass, Band Stop transformations
Low, High, and Band Shelf filter implementations for most types
Smooth interpolation of filter settings, pole/zeros, and biquad coefficients to achieve seamless parameter changes
Representation of digital filters using poles and zeros
Realization using Direct Form I, Direct Form II, or user provided class
Fully factored to minimize template instantiations
"Design" layer provides runtime introspection into a filter
Utility template functions for manipulating buffers of sample data
No calls to malloc or new, great for embedded systems
No external dependencies, just the standard C++ library!

Using these filters is easy:

// Create a Chebyshev type I Band Stop filter of order 3
// with state for processing 2 channels of audio.
Dsp::SimpleFilter <Dsp::ChebyshevI::BandStop <3>, 2> f;
f.setup (3,    // order
         44100,// sample rate
         4000, // center frequency
         880,  // band width
         1);   // ripple dB
f.process (numSamples, arrayOfChannels);

An accompanying demonstration program that works on most popular platforms by using the separately licensed Juce application framework (included), exercises all the functionality of the library, including these features:

Dynamic interface creates itself using filter introspection capabilities
Audio playback with real time application of a selected filter
Live time stretching and amplitude modulation without clicks or popping
Charts to show magnitude, phase response and pole/zero placement
Thread safety "best practices" for audio applications

This is the provided DSP Filters Demo application, which demonstrates the features of the library and uses the Juce application framework to run on all popular platforms:

If you've been searching in futility on the Internet for some source code for implementing high order filters, then look no further because this is it! Whether you are a student of C++ or digital signal processing, a writer of audio plugins, or even a VST synthesizer coder, "A Collection of Useful C++ Classes for Digital Signal Processing" might have something for you!

DSP Filters on the Web

DSP Filters Official Discussion Forum http://www.kvraudio.com/forum/viewtopic.php?t=249926

DSP and Audio Plugin Discussion Forum http://www.kvraudio.com/forum/viewforum.php?f=33

Juce Official Discussion Forum http://www.rawmaterialsoftware.com/index.php

Juce Official Site http://www.rawmaterialsoftware.com

Terms and Conditions

DSP Filters Library and DSP Demo Application Copyright (c) 2009 by Vinnie Falco Source code is provided under the MIT License The Juce Library is licensed separately, from Raw Material Software.