Music Generation with Magenta - Using Machine Learning in the Arts
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Explore machine learning for music generation in this 46-minute Devoxx conference talk. Discover how Magenta, a Tensorflow-based library, can assist in musical creation. Learn about specific neural network topologies like RNN, LSTM, and VAE and their applications in music generation. Gain insights into training models on personal styles to generate new rhythms, melodies, and audio clips. Delve into topics such as MIDI, audio processing, and network architectures. Experience live coding demonstrations, sound selection, and Ableton sound synthesis. Investigate practical applications with Magenta JS and Magenta Studio, and explore various projects showcasing the potential of AI in music composition.