Audio Visual Courses

Mathologer

The Golden Ratio Spiral - Visual Infinite Descent

Explore number-associated spirals, infinite descent proofs, and continued fractions. Debunk golden ratio myths while gaining insights into number properties through visual representations.

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

AssemblyAI

Python Audio Processing Basics - How to Work With Audio Files in Python

Explore Python audio processing: work with mp3/wave files, analyze sampling rates, plot waveforms, record audio, and use PyAudio/PyDub libraries for comprehensive audio manipulation.

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

Data Professor

How to Build a Content Moderation App in Python for Analyzing Audio Files

Learn to build a Python app for audio content moderation using AssemblyAI API and Streamlit. Transcribe audio, analyze content, and create an interactive tool for efficient moderation.

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

Nicholas Renotte

Build a Deep Audio Classifier with Python and Tensorflow

Learn to build a deep audio classifier using Python and TensorFlow, covering data loading, preprocessing, model creation, and prediction for audio classification tasks.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Yannic Kilcher

NÜWA - Visual Synthesis Pre-training for Neural Visual World Creation

Explore NÜWA, a unified multimodal model for visual synthesis tasks. Learn about its 3D transformer framework, 3D Nearby Attention mechanism, and applications in text-to-image/video generation and manipulation.

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

Yannic Kilcher

Involution - Inverting the Inherence of Convolution for Visual Recognition

Explores involution, a novel neural network operation inverting convolution principles. Compares it to self-attention, demonstrating improved performance and efficiency in various computer vision tasks.

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

Yannic Kilcher

VirTex- Learning Visual Representations from Textual Annotations

Explore VirTex, a novel approach to visual representation learning using high-quality image captions, outperforming traditional methods with fewer images for various computer vision tasks.

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

Aleksa Gordić - The AI Epiphany

High Fidelity Neural Audio Compression - Paper & Code Explained

Explore neural audio compression techniques achieving 10x compression rates, with in-depth analysis of paper and code implementation, including VQ-VAE, VQ-GAN, and AudioGen applications.

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

Aleksa Gordić - The AI Epiphany

AudioGen- Textually Guided Audio Generation - Paper Explained

Explore text-guided audio synthesis with AudioGen, delving into its architecture, audio representation, language modeling, and innovative approaches for generating diverse sounds from textual descriptions.

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

tinyML

Dedicated Audio Processors at the Edge Are the Future of AI

Explore dedicated audio processors for edge AI, improving user interfaces with lower latency and cost. Learn about voice integration challenges and design capabilities for effective implementation.

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

tinyML

System Support for Efficient Multi-Resolution Visual Computing on Mobile Systems

Explores system support for efficient multi-resolution visual computing on mobile devices, discussing challenges and opportunities in OS and vision sensing pipeline architectures for dynamic workloads.

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

tinyML

Visual AI in Milliwatts - A Grand Challenge and Massive Opportunity

Explore visual AI's potential in low-power devices, discussing challenges, opportunities, and applications in security cameras and beyond. Learn about deep learning, processors, and algorithms driving this technology.

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

Nvidia

Debugging OpenGL 4.2 - NVIDIA Nsight Visual Studio Edition

Learn to debug OpenGL 4.2 using NVIDIA Nsight VSE 3.2. Explore frame and shader debugging, optimize CPU to GPU code, and master advanced graphics debugging techniques.

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

Robert Feranec

See How Audio Filters Work - Compressor, Notch, Shelf, Limiter and More

Comprehensive exploration of audio filters, compression, and processing techniques, covering theory and practical applications for improved sound quality and manipulation.

• YouTube
• 1 hour 40 minutes
• Self-Paced
• Free Video

Ralph S Bacon

Audio Amplifier Class D 3W Module for Arduino and More

Explore a compact 3W Class D audio amplifier module for Arduino, featuring low power consumption, easy setup, and versatile applications in DIY electronics projects.

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