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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.
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.
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.
Explore Google's MusicLM, a deep learning model for text-based music generation, in this short, engaging study by The Sound of AI.
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.
Explore community-driven research with Valerio Velardo's Sound of AI, offering insights into project organization and collaborative paper publishing in under an hour.
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.
Explore AI music projects from The Sound of AI Hackathon, covering audio processing, music recommendation, and more. Offered by Valerio Velardo.
Explore neural audio synthesis and generative music with CJ Carr's keynote talk from The Sound of AI Hackathon, offered by Valerio Velardo.
Learn audio processing with Kapre in Keras, optimize DSP parameters, and simplify model deployment in under an hour with Valerio Velardo - The Sound of AI.
Explore DeepMind's Gato, a generalist AI agent capable of over 600 tasks, in this short study by Valerio Velardo - The Sound of AI. Delve into its architecture, performance, and ethical implications.
Explore recursion in Python with Valerio Velardo - The Sound of AI. Learn to generate recursive music, fractals, and sentences in under an hour.
Learn to implement audio data augmentation techniques in Python with Valerio Velardo - The Sound of AI. Master noise addition, time stretching, pitch scaling, and more in under an hour.
Learn to preprocess audio datasets using 'praudio', a Python library, in under an hour with Valerio Velardo - The Sound of AI.
Learn to preprocess varying-length audio data using Pytorch and torchaudio with Valerio Velardo - The Sound of AI. Less than 1-hour commitment.
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