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

Learn Digital Signal Processing - From Basics To Advance

257 ratings at Udemy

Complete Course for 2021 - Digital Signal Processing, DSP, Signal Processing, DFT, FFT, Digital Filters

• Udemy
• 1 day 10 minutes
• On-Demand
• Paid Course

AUDIO PLUG-INS & SIGNAL PROCESSING

Master audio signal processing and plugins for modern music production, from EQ and compression to pitch correction and automation, using industry-standard tools across multiple genres and DAWs.

• California Community Colleges System
• 11 weeks, 4 hours a week
• 6th Jan, 2025
• Paid 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

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

Data Science Conference

The Nuts and Bolts of Music Source Separation - Machine Learning Techniques for Audio Modeling

Explore machine learning techniques for audio source separation, focusing on data modeling approaches, masking methods, and practical applications in music processing.

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

One Man And His Songs

Understanding Phase in Reaktor 6

Explore the fundamentals of phase manipulation in Reaktor 6, mastering essential concepts for enhanced sound design and audio production techniques.

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

Open Compute Project

Implementing Precision Frequency Measurement (PFM) Using a DPLL to Improve Time Synchronization

Discover how PFM implementation with DPLL enhances PCIe time synchronization, enabling cost-effective TCXO solutions for datacenter applications like virtualized 5G RAN and distributed AI.

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

Open Compute Project

Delivering 224G SerDes with a Path to 448G to Address AI/ML Bandwidth Demand

Dive into cutting-edge SerDes technology, exploring 224G implementation and future 448G capabilities for enhanced AI/ML bandwidth solutions in 3nm DSP ASIC architecture.

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

Open Compute Project

DSP-Based Solutions for AI Data Center Network Connectivity

Explore how DSP-based connectivity solutions enable optimized AI data center networks, addressing performance needs, topology changes, and scalability requirements for next-gen deployments.

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

Open Compute Project

Generative AI and the Outsized Role of Serdes in Data Center Performance

Explore how AI's data center evolution puts interconnect and serdes technology at the forefront of scalability, examining power efficiency challenges and performance impacts across multiple scales.

• YouTube
• 12 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

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

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