SDAIMMASOct 27, 2024

MidiTok Visualizer: a tool for visualization and analysis of tokenized MIDI symbolic music

arXiv:2410.20518v1h-index: 2
Originality Synthesis-oriented
AI Analysis

This tool addresses accessibility issues for researchers without musical expertise in machine learning applications, but it is incremental as it builds on the existing MidiTok package.

The authors tackled the complexity of MIDI data for non-experts in symbolic music research by developing MidiTok Visualizer, a web tool that allows users to upload MIDI files and visualize tokenized data with interactive piano rolls.

Symbolic music research plays a crucial role in music-related machine learning, but MIDI data can be complex for those without musical expertise. To address this issue, we present MidiTok Visualizer, a web application designed to facilitate the exploration and visualization of various MIDI tokenization methods from the MidiTok Python package. MidiTok Visualizer offers numerous customizable parameters, enabling users to upload MIDI files to visualize tokenized data alongside an interactive piano roll.

Code Implementations1 repo
Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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