Digital Signal Processing Courses and Certifications

Digital Signal Processing 4: Applications

85 ratings at Coursera

Explore image processing, JPEG compression, digital communications, ADSL, and real-time audio processing on microcontrollers. Gain practical DSP skills through hands-on examples and demonstrations.

• Coursera
• 14 hours 7 minutes
• On-Demand
• Paid Course

NPTEL;  IIT Delhi

Digital Signal Processing

2 reviews

Comprehensive exploration of digital signal processing concepts, including systems, transforms, filters, and design techniques. Covers theory and practical applications with problem-solving sessions.

• YouTube
• 1 day 16 hours
• On-Demand
• Free Video

Sebastian Lague

Coding Adventure - Analyzing Audio with Short-Time Fourier Transform

Dive into audio analysis using the Short-Time Fourier Transform to create spectrograms, manipulate sound frequencies, and even hide secret messages in audio through hands-on coding experiments.

• YouTube
• 21 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

ADC - Audio Developer Conference

Four Ways to Write a Pitch-Shifter

Explore approaches to pitch-shifting music and time-stretching, from simple overlap-add to FFT-based effects and frequency-domain techniques. Gain insights into designing a polyphonic pitch/time C++ library.

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

Hackaday

How to Use the Max Graphical Programming Language

Learn to use Max graphical programming for audio-visual projects, connectivity, and networking. Explore intuitive modular tools for MIDI control, Arduino integration, LED manipulation, and web server creation without coding.

• YouTube
• 56 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

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

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• 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