Digital Signal Processing Courses and Certifications

NPTEL;  IIT Delhi

Digital Signal Processing

2 ratings

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
• Self-Paced
• Free Video

Digital Signal Processing (DSP) From Ground Up™ in C

839 ratings at Udemy

Practical DSP in C : FFT, Filter Design, Convolution, IIR, FIR, Hamming Window, Linear Systems, Chebyshev filters etc

• Udemy
• 7 hours 47 minutes
• Self-Paced
• Paid Course

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• 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