Digital Signal Processing Courses and Certifications

ADC - Audio Developer Conference

Spectral Audio Modeling: Evolution and Relevance in Modern Audio Processing

Explore the evolution and relevance of spectral audio modeling, from historical developments to current AI applications, with insights on its continued importance in audio processing.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

Implementation of an IIR Antiderivative Anti-Aliasing Wavetable Oscillator - Lecture

Explore advanced anti-aliasing techniques for digital audio synthesis, focusing on Antiderivative Anti-Aliasing (ADAA) in wavetable oscillators. Learn implementation, results, and academic research insights.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

Creating Ubiquitous, Composable, Performant DSP Modules - ADC23

Explore techniques for developing reusable, high-performance DSP modules across platforms. Learn to overcome challenges in creating versatile audio processing algorithms for various applications.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

The Sound of Audio Programming - Developing Perfect Glitch - Lecture

Explore common audio programming mistakes, their unique sounds, and techniques to identify and mitigate issues like clipping, discontinuity, aliasing, and buffering problems.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

Aliasing and Oversampling for DSP Engineers

Explore aliasing distortion, oversampling techniques, and their impact on audio software development. Learn when and how to implement oversampling effectively.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

Real-Time Inference of Neural Networks: A Guide for DSP Engineers

Explore real-time neural network inference for DSP engineers. Learn practical steps, compare inference engines, and balance latency, performance, and stability in audio plugin development.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

Practical DSP and Audio Programming Workshop: Karplus Strong Synthesis

Explore Karplus Strong Synthesis for physical modeling of plucked instruments. Learn noise generation, delay lines, filters, MIDI messaging, and polyphony using Cmajor platform.

• YouTube
• 1 hour 54 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

DDSP-VST: Neural Synthesis for Real-Time Audio Processing - ADCx SF

Explore real-time neural audio synthesis with DDSP-VST, transforming audio signals into various musical instruments using machine learning and classical DSP elements.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

LEGOfying Audio DSP Engines

Explore modular approaches to audio DSP development, focusing on code reuse and efficient resource allocation for startups and established companies in the music software industry.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

Real-Time Interactive Synthesis with Machine Learning: Differentiable DSP in a Plugin - Lecture

Explore real-time interactive synthesis using machine learning and differentiable DSP. Learn about DDSP implementation, creative expression, testing approaches, and future prospects in audio processing.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

Implementing Real-Time Parallel DSP on GPUs

Explore GPU-powered audio processing, overcoming challenges to achieve real-time DSP. Learn about parallelism, data transfer, and scheduling for ultra-fast plugins and scalable performance.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

Designing Smart Algorithms: Traditional DSP vs. Machine Learning

Explore smart algorithm design using traditional DSP vs. machine learning. Compare approaches, discuss principles, and determine optimal techniques for your application.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Robert Feranec

Building a Digital Filter - Simulation, Example, and Implementation

Comprehensive guide to digital filter design, covering theory, simulation, and practical implementation. Includes hands-on examples, hardware setup, and code explanations for both beginners and experienced engineers.

• YouTube
• 1 hour 42 minutes
• Self-Paced
• Free Video

NANOG

Coherent Optical Transceivers: From 400G Technology to Future 800G and 1.6T Developments

Explore coherent optical transceiver technology, from 400G capabilities to future 800G/1.6T developments, covering implementation, interoperability, and essential monitoring parameters.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Bombay

Advanced Digital Signal Processing - Multirate and Wavelets

Explore wavelet transforms through multiresolution analysis, time-frequency localization, and multirate filter banks, including Haar and Daubechies constructions.

• YouTube
• 1 day 21 hours
• Self-Paced
• Free Video