asigalov61 / Orchestrator

Local windowed attention multi-instrumental music transformer tailored for music orchestration/instrumentation and stable music generation

Orchestrator

Local windowed attention multi-instrumental music transformer tailored for music orchestration/instrumentation and stable music generation

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Spotlight Features

1) Fast and Efficient Local Windowed Attention Transformer Implementation

2) Novel Model Output Stabilization Technique/Implementation

3) Properly and Sufficiently Trained Model

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Original Version

Features include:

1) Improv Generation

2) Standard Continuation

3) Stabilized Continuation

4) Instruments and Dynamics Orchestration

5) Melody Harmonization

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Composer Version

MuseNet-style workflow to generate endless continuations

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Useful links

1) https://aclanthology.org/2020.acl-main.672/

2) https://github.com/asigalov61/tegridy-tools/tree/main/tegridy-tools/LWA-Transformer

3) https://github.com/salu133445/arranger

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Project Los Angeles

Tegridy Code 2022