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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 the fundamentals of Multilayer Perceptron neural networks, including components like weights, neurons, and activations, in under an hour with Valerio Velardo - The Sound of AI.
Learn basic linear algebra concepts crucial for understanding neural networks in less than an hour with Valerio Velardo - The Sound of AI.
Explore AI's ability to recognize and explain moods in songs with Valerio Velardo - The Sound of AI. This under 1-hour material breaks down a research paper on a new DL architecture.
Explore the business applications of AI-generated music with Valerio Velardo - The Sound of AI. Understand its future implementation in less than an hour.
Learn to generate folk melodies using Long-Short Term Memory neural networks with Valerio Velardo - The Sound of AI. Less than 1-hour workload.
Master the art of building and training LSTM networks for generating folk songs using Tensorflow and Keras, in under an hour with Valerio Velardo - The Sound of AI.
Learn to generate melody sequences for training an RNN-LSTM in under an hour with Valerio Velardo - The Sound of AI.
Learn to collate songs into a single file and encode symbolic notation with integers for neural network ingestion in under an hour with Valerio Velardo - The Sound of AI.
Learn to encode songs as time series for melody generation using LSTM networks in less than an hour with Valerio Velardo - The Sound of AI.
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