Digital Signal Processing Courses and Certifications

Digital Signal Processing

Comprehensive exploration of digital signal processing fundamentals, covering analysis, representation, and design of discrete-time systems, digital filters, and Fourier transform algorithms for engineers and scientists.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Beijing Institute of Technology

Digital Speech Signal Processing

Students can master the basic theory of digital speech signal processing and mathematical analysis and modeling method of sound object through this course.

• XuetangX
• On-Demand
• Free Online Course

tinyML

Benchmarking and Improving NN Execution on Digital Signal Processors for Hearing Instruments

Benchmarking and optimizing neural network execution on DSPs for hearing aids, introducing a custom NN processing engine to improve performance and energy efficiency.

• YouTube
• 33 minutes
• On-Demand
• Free Video

DSP Development with Xtensa HIFI Support in Clang - Open Source Audio Processing

Explore Xtensa HIFI DSP support in Clang, unlocking open-source audio component development for Sound Open Firmware. Learn about VLIW, SIMD capabilities, and challenges in porting Clang to new architectures.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Mark Newman

Modern Digital Filter Design - Expert Advice and Practical Demonstration

Expert insights on modern digital filter design, covering applications, advantages, practical considerations, and a demonstration of the ASN Filter Designer tool for extracting heart rate data from PPG sensors.

• YouTube
• 40 minutes
• On-Demand
• Free Video

Native Instruments

The Art of DSP in Reaktor - Native Instruments

Explore DSP in REAKTOR with Vadim Zavalishin: filter design, Core updates, and advanced concepts. Gain insights into Moog filters, DSP theory, and innovative audio design techniques.

• YouTube
• 1 hour 20 minutes
• On-Demand
• 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
• On-Demand
• Free Video

Confreaks

Meet the Family: RFNoC Blocks in UHD - Overview and Applications

Explore RFNoC blocks in UHD 4.0, their capabilities, and deployment techniques for high-throughput DSP on USRP devices. Learn to optimize RFNoC flowgraphs for maximum flexibility.

• YouTube
• 24 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video