Audio Processing Courses and Certifications

Valerio Velardo - The Sound of AI

Audio Signal Processing for Machine Learning

Master audio signal processing fundamentals and extract features from raw audio data using Python to build powerful AI applications with hands-on implementation techniques.

• YouTube
• 10 hours 24 minutes
• Self-Paced
• Free Video

MathWorks

Data Processing and Feature Engineering with MATLAB

57 ratings

In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB to lay the foundation required for predictive modeling.

• Coursera
• 20 hours 6 minutes
• Self-Paced
• Paid Course

ALSA Topology Framework - Configurable DSP Processing for Linux Audio Systems

Explore ALSA topology framework for configurable DSP audio processing chains in Linux systems, focusing on implementation, benefits, and applications in Intel Skylake chipsets.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Prodramp

Audio Processing in Python with Feature Extraction for Machine Learning

1 rating

Learn audio processing in Python using librosa for feature extraction, beat detection, and spectral analysis. Explore practical techniques for music information retrieval and machine learning applications.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Valerio Velardo - The Sound of AI

Automatic Song Remixes With Audio Signal Processing and Simple Machine Learning

Explore Python-based Infinite Remixer for automatic song remixes using beat tracking and Nearest Neighbours search. Learn system design, usage, experiments, and potential improvements for innovative music creation.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

Optimizing a Real-Time Audio Processing Library

Optimize real-time audio processing libraries with practical strategies, measurement techniques, and performance-enhancing tricks. Gain tools for confident code optimization across platforms.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

IEEE

Audio Processing and Analysis Techniques - Session 27

Explore audio technology advancements, signal processing techniques, and innovative applications in this comprehensive IEEE session on cutting-edge audio engineering.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

Unlock Your Audio Processing Superpowers with REST API - ADC 2023

Explore audio processing capabilities through REST API integration, enabling limitless features with low code and fast deployment. Learn key concepts and benefits for audio software development.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

AudioworX: A Framework for Streamlining Development of Audio Post Processing for Car Audio Systems

Streamline car audio post-processing development with AudioworX. Learn about its framework, tuning tools, measurement module, and simulation environment for efficient audio software creation.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

GPU-Powered Neural Audio - High-Performance Inference for Real-Time Sound Processing

Dive into GPU-powered neural audio processing with this hands-on workshop using Neural Amp Modeler. Learn to port audio models to GPU for real-time, low-latency performance across NVIDIA, AMD, and Mac platforms.

• YouTube
• 2 hours 53 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

Accelerated Audio Computing - Unlocking the Future of Real-Time Sound Processing

Discover how GPU acceleration revolutionizes real-time audio processing, overcoming 30-year-old limitations in music production, gaming, and VR through advanced parallelization techniques.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

GPU Based Audio Processing Platform with AI Audio Effects

Explore how GPUs can be utilized for real-time audio processing, combining neural network inference with traditional effects in a flexible signal graph framework on Nvidia Jetson hardware.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

ADC - Audio Developer Conference

Scalable, Efficient Processing and Analysis of Large Audio Datasets

Discover how to process massive audio datasets efficiently using Ray framework for distributed computing, with practical tips for feature extraction, spectrogram analysis, and deriving insights from terabytes of audio data.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Advanced Transcription Features and Optimization

Master advanced GPT-4o mini transcription optimization with custom prompting, streaming, multithreading, and error handling for enhanced audio processing performance.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Transcribing Large Files in Python using PyDub

Master audio transcription by splitting large files into chunks with PyDub, processing them efficiently, and combining results for seamless Python-based transcription workflows.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate