Valerio Velardo - The Sound of AI Courses

Intensity, Loudness, and Timbre

1 review

Learn about sound power, intensity, and loudness, with a deep dive into timbre, including amplitude envelope and harmonic content in under an hour with Valerio Velardo.

• YouTube
• 37 minutes
• On-Demand
• Free Online Course

Custom Audio PyTorch Dataset with Torchaudio

1 review

Learn to create a custom audio dataset with PyTorch and torchaudio in less than an hour with Valerio Velardo - The Sound of AI. Includes UrbanSound8K dataset use case.

• YouTube
• 23 minutes
• On-Demand
• Free Online Course

AI, Machine Learning and Deep Learning

1 review

Explore the differences between AI, machine learning, and deep learning with Valerio Velardo - The Sound of AI. This under 1-hour material covers ML paradigms and when to use traditional techniques or neural networks.

• YouTube
• 31 minutes
• On-Demand
• Free Online Course

MusicLM Generates Music From Text - Paper Breakdown

Explore Google's MusicLM, a deep learning model for text-based music generation, in this short, engaging study by The Sound of AI.

• YouTube
• 29 minutes
• On-Demand
• Free Online Course

Build a Spotify-Like Music Recommender System in Python

Learn to build a Spotify-like music recommender system using Python in under an hour with The Sound of AI. Gain insights into collaborative filtering and Alternating Least Squares.

• YouTube
• 31 minutes
• On-Demand
• Free Online Course

OpenSource Research Project - Post-Mortem Analysis

Explore community-driven research with Valerio Velardo's Sound of AI, offering insights into project organization and collaborative paper publishing in under an hour.

• YouTube
• 36 minutes
• On-Demand
• Free Online Course

How to Deploy ML Models in Production with BentoML

Learn to deploy Machine Learning models using BentoML in under an hour with Valerio Velardo - The Sound of AI. Covers model saving, creating services, and Docker containerization.

• YouTube
• 34 minutes
• On-Demand
• Free Online Course

The Most Inspiring Music Tech Projects You've Seen in a While

Explore AI music projects from The Sound of AI Hackathon, covering audio processing, music recommendation, and more. Offered by Valerio Velardo.

• YouTube
• 2 hours 9 minutes
• On-Demand
• Free Online Course

Autoencoders Explained Easily

Understand autoencoders intuitively with The Sound of AI. Learn about representation learning, latent space, and their applications in data generation and denoising in under an hour.

• YouTube
• 28 minutes
• On-Demand
• Free Online Course

How to Select a Research Topic for Your Paper

Learn to select effective research topics for AI papers in under an hour with Valerio Velardo - The Sound of AI. Gain fundamental tools for research and writing.

• YouTube
• 25 minutes
• On-Demand
• Free Online Course

Sound Generation with Deep Learning - Approaches and Challenges

Learn to classify and generate sound using deep learning models with Valerio Velardo - The Sound of AI. Understand challenges and approaches in less than an hour.

• YouTube
• 25 minutes
• On-Demand
• Free Online Course

Covid-19 and Cough - This AI Predicts if You Have the Infection - Paper Explained

Explore AI's role in diagnosing Covid-19 through cough sounds with Valerio Velardo - The Sound of AI. Understand the technicalities in less than an hour.

• YouTube
• 48 minutes
• On-Demand
• Free Online Course

Announcing OpenSource Research - A Community-Driven Research Project

Join The Sound of AI's community-driven project to collaboratively advance AI music research. Less than 1-hour workload, with potential conference publication.

• YouTube
• 21 minutes
• On-Demand
• Free Online Course

How to Read AI Research Papers Like a Rockstar

Learn to read and understand AI research papers with Valerio Velardo's 4-step strategy in under an hour. Join the Sound of AI community for further learning.

• YouTube
• 33 minutes
• On-Demand
• Free Online Course

Mel-Frequency Cepstral Coefficients Explained Easily

Learn to extract Mel-Frequency Cepstral Coefficients (MFCCs) for speech and music processing in under an hour with Valerio Velardo - The Sound of AI.

• YouTube
• 58 minutes
• On-Demand
• Free Online Course