Learning Resources

Learning resources

This page has some resources to learn background information that may help you contribute to Mixxx.

As a start, we highly recommend these resources from the Xiph.org Foundation for background information on digital and analog signal processing:

Software Engineering For Realtime Audio

Time Waits For Nothing: brief introduction to the challenges of writing realtime code (for audio or other purposes)
C++ in the Audio Industry
- one-hour talk from CppCon describing the challenges of audio software engineering.
Programming with Lightweight Asynchronous Messages: Some Basic Patterns
- blog post from Ross Bencina (PortAudio author) about common audio signal processing patterns.
Real-time 101, a two-hour talk about real-time development. Focuses on issues of real-time threads and their communication with the outside world. Part I: Investigating the real-time problem space and Part II: The real-time audio developer’s toolbox.

Signal theory

These resources go more in depth about signal processing. Unless you're writing effects code, you probably don't need to know this much detail to work on Mixxx.

Ethan Winer's book The Audio Expert explains everything from decibels to digital-to-analog converters to equalizers.

MIT OpenCourseWare lectures:

    * [[http://ocw.mit.edu/resources/res-6-008-digital-signal-processing-spring-2011/index.htm|Digital Signal Processing]]: Video lecture. There's also lecture notes, proposed exercises and their solutions for each video.

Coursera courses:

    * [[https://www.coursera.org/course/audio|Audio Signal Processing for Music Applications]] 
    * [[https://www.coursera.org/course/dsp|Digital Signal Processing]]

Julius O. Smith (CCRMA) online books:

    * [[https://ccrma.stanford.edu/~jos/mdft/|Mathematics of the Discrete Fourier Transform (DFT)]]
    * [[https://ccrma.stanford.edu/~jos/filters/|Introduction to Digital Filters]]
    * [[https://ccrma.stanford.edu/~jos/pasp/|Physical Audio Signal Processing]]
    * [[https://ccrma.stanford.edu/~jos/sasp/|Spectral Audio Signal Processing]]

The Scientist and Engineer's Guide to Digital Signal Processing. Online book.

Do-It-Yourself Digital Signal Processing. Site with a huge list of online lectures, FAQs and other resources for learning DSP for music applications.

    * [[http://diydsp.com/livesite/pages/home#DSP_Theory|DSP Theory]]
    * [[http://diydsp.com/livesite/pages/home#DSP_FAQs|DSP FAQs]]
    * [[http://diydsp.com/livesite/pages/home#DSP_Books|DSP Books]]