Digital Signal Processing Courses and Certifications

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

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

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

ADC - Audio Developer Conference

Every Beat Counts - Tempo Sync 101

Explore tempo synchronization in audio plugins, bridging digital audio and musical time. Learn key concepts, real-world implementation, and avoid common pitfalls in this developer-focused guide.

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

ADC - Audio Developer Conference

Practical Digital Signal Processing Workshop

Explore digital audio signal processing, from continuous acoustic to discrete digital signals. Learn sampling theory, filtering, and time-frequency domain transformations through practical methods and hands-on exercises.

• YouTube
• 2 hours 14 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

Using Smart DSP to Prevent 1.1 Billion People from Severe Hearing Loss - Enhancing Overall Listening Experience

Explore smart DSP solutions to prevent hearing loss while enhancing audio experiences. Learn psychoacoustic research applications for safer, immersive listening at lower volumes.

• YouTube
• 31 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

Huazhong University of Science and Technology

数字信号分析理论与实践

介绍白噪声、正弦波等标准信号生成算法，以及频谱分析、小波分析等常用信号分析方法。采用理论教学+Matlab实践方式，强调学生对知识的理解和应用。

• XuetangX
• On-Demand
• Free Online Course

语音信号处理

Master 语音信号处理的基础理论和实践技能，包括发声机理、听觉分析、信号处理方法和编码技术，通过MATLAB实践掌握人机交互应用开发的核心技能。

• XuetangX
• On-Demand
• Free Online Course