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#Music Generation

Showing: 15 courses
Alexander Amini

Sequence Modeling with Neural Networks

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Explore sequence modeling with neural networks, focusing on RNNs, their challenges, and solutions like gated cells. Learn applications in music generation and machine translation.
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23 Lesons
27 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Preprocessing Song Dataset for Melody Generation

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Collate encoded songs, create integer mapping for symbolic notation, and prepare data for neural network ingestion in melody generation preprocessing.
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10 Lesons
28 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Training a Long-Short Term Memory Network for Melody Generation

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Build and train an LSTM network for generating folk melodies using Tensorflow and Keras. Learn preprocessing, model architecture, training sequences, and testing the final model.
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14 Lesons
31 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Preprocessing Song Dataset for Melody Generation - Pt. 2

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Explore encoding songs as time series for LSTM-based melody generation, focusing on data representation techniques for effective neural network input.
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9 Lesons
21 minutes
On-Demand
Free-Video
Simons Institute

Music Generation via Masked Acoustic Token Modeling

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Explore innovative music synthesis using acoustic token modeling and parallel iterative decoding. Learn about flexible audio generation techniques and their applications in music creation.
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1 Lesons
58 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Generative Grammars for Music Generation - Lecture 9

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Explore generative grammars and Lindenmayer Systems for music creation. Learn to design effective algorithms, expand musical grammars, and apply key guidelines for AI-driven composition.
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13 Lesons
27 minutes
On-Demand
Free-Video
DataLearning@ICL

Autoregressive Long-Context Music Generation with Perceiver AR

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Explore autoregressive long-context music generation using Perceiver AR, presented by DeepMind's Cătălina Cangea. Gain insights into cutting-edge AI techniques for creating music.
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1 Lesons
1 hour
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Transformers for Generative Music AI - Part 2: Decoder and Music Generation

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Explore transformer architecture for music AI, focusing on decoder components, masked attention, and practical tips for generating music. Dive into future research and neuro-symbolic integration for robust music generation.
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20 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Generative AI: Disruptions and Implications for Institutions, Enterprises and Society

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Explore the impact of generative AI on institutions, enterprises, and society. Learn about deployment, scalability, sustainability, and governance of this powerful technology.
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1 Lesons
52 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Genetic Algorithms for Generative Music AI - Lecture 15

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Explore genetic algorithms for music generation, covering key concepts, applications, and step-by-step processes. Learn about music encoding, fitness functions, and interactive approaches in AI-driven composition.
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20 Lesons
28 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

5 Open Source Generative Music AI Models You Can't Miss

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Explore five cutting-edge open-source AI models for music generation, covering both symbolic and audio domains, to enhance your AI music systems development.
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6 Lesons
25 minutes
On-Demand
Free-Video
JSConf

Creating an AI Musician with JavaScript

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Explore AI-generated music using JavaScript and TensorFlow. Learn to create digital instruments, compile songs, and ponder the implications of computer-made music on listener perception.
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5 Lesons
24 minutes
On-Demand
Free-Video
Data Science with Harshit

What to Build with AI - Ideas from 10 Hugging Face Spaces

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Explore 10 innovative AI applications on Hugging Face Spaces, from math problem-solving to virtual try-ons, music generation, and image manipulation, showcasing the diverse capabilities of modern AI technologies.
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11 Lesons
18 minutes
On-Demand
Free-Video
Devoxx

Music Generation with Magenta - Using Machine Learning in the Arts

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Explore machine learning for music generation using Magenta. Learn about neural networks, train models on your style, and create new rhythms, melodies, and audio clips.
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27 Lesons
46 minutes
On-Demand
Free-Video
MLOps.community

Creative AI - Using ML to Create Art, Music, and Jokes - Lecture 113

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Explore AI's creative potential in art, music, and humor through open-source ML models. Gain insights into strengths, limitations, and societal impacts, with live demos and code walkthroughs of innovative projects.
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20 Lesons
1 hour 13 minutes
On-Demand
Free-Video