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How I Built a Lofi Music Player with AI-Generated Tracks
AI solo tracks are generated with LSTM model and song tracks are made with Tone.js.
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All You Need to Know about the Music Business Notes
Book notes of "All You Need to Know about the Music Business" by Don Passman
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Music Source Separation – Pt.1 Background and Signal Basics
Tutorial in bullet point format on the background and signal fundamentals of music source separation
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Transformers Explained with NLP Example
Conceptual building blocks of Transformers
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Intro to Generative Adversarial Network with Speech Enhancement Paper Example
Example papers (HiFi-GAN and HiFi-GAN2) are on high fidelity speech enhancement with GANs.
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Intro to Music Recommender System
Characteristics, Use Cases, Types, and Challenges
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Deep Learning for Music Information Retrieval – Pt. 4 (RNN, Seq2Seq, Attention)
Part 4 introduces RNN, LSTM, and Attention. It also includes some practical advice on handling MIR problems.
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Deep Learning for Music Information Retrieval – Pt. 3 (CNN)
Part 3 introduces convolution and convolutional neural network.
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Deep Learning for Music Information Retrieval – Pt. 2
Part 2 provides background on music information retrieval and audio representations.
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Deep Learning for Music Information Retrieval – Pt. 1
Part 1 sets the foundation for deep learning concepts.