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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.
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.
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.
Learn to build and train autoencoders using Python, Tensorflow, and Keras with Valerio Velardo - The Sound of AI. Master encoder-decoder architectures in under an hour.
Learn effective literature review techniques from The Sound of AI in under an hour. Gain insights into selecting relevant papers, note-taking, and organizing references.
Learn to build autoencoders using Python, Tensorflow, and Keras with Valerio Velardo - The Sound of AI. Master the decoder component in under an hour.
Learn to build autoencoders using Python, Tensorflow, and Keras with Valerio Velardo - The Sound of AI. Understand the encoder component in under an hour.
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.
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.
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.
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.
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