Expressive Music Data Processing and Generation with LSTM-Attention Neural Network

Workshops 2024

Neural Networks for Sound Synthesis and Music Generation

In this workshop we will focus on generating audio spectrums, including multi-track music generation (stems). Additionally, we will practice with a user interface from the Hugging Face website, where amateur AI enthusiasts can generate their pieces without delving too deeply into Python programming.

with Tornike Karchkhadze

with Jingwei Liu

We will learn how to process MIDI-format music data with expressive micro-timing and generate expressive piano performance with symbolic data using LSTM-Attention recurrent neural networks.

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August 3 - August 7

August 10 - August 14