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deepcomposer
====== Differences ====== This shows you the differences between two versions of the page.
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deepcomposer [2015/10/25 10:42] bigpianist [Data Format] |
deepcomposer [2015/10/25 12:16] stefanbalke [Train on ESAC, ESAC Seed, Probabilistic Sampling] |
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| | Authors | Anna Aljanaki, Stefan Balke, Ryan Groves, Eugene Krofto, Eric Nichols | | | Authors | Anna Aljanaki, Stefan Balke, Ryan Groves, Eugene Krofto, Eric Nichols | | ||
| - | | Affiliation | Fake University | | ||
| | Code | [[https://github.com/stefan-balke/hamr2015-lstm-music-gen|Github Link]] | | | Code | [[https://github.com/stefan-balke/hamr2015-lstm-music-gen|Github Link]] | | ||
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| * 12 Pitch Classes (Chroma) with chord information. | * 12 Pitch Classes (Chroma) with chord information. | ||
| * 5 levels of the metrical hierarchy. | * 5 levels of the metrical hierarchy. | ||
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| ===== Libraries Used ===== | ===== Libraries Used ===== | ||
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| * SQL Alchemy | * SQL Alchemy | ||
| * NumPy | * NumPy | ||
| + | |||
| + | ===== Results ===== | ||
| + | |||
| + | ==== Train on ESAC, Random Seed ==== | ||
| + | |||
| + | {{:example_rnd_01.png?800|}} | ||
| + | {{:example_rnd_01.mp3|}} | ||
| + | |||
| + | ==== Train on ESAC, ESAC Seed, Probabilistic Sampling ==== | ||
| + | |||
| + | {{:example_rnd_02.png?800|}} | ||
| + | {{:example_rnd_02.mp3|}} | ||
| + | ===== Next Steps ===== | ||
| + | |||
| + | * Try out longer training and more epoches. | ||
| + | * Integrate harmony components. | ||
| + | * Cross-learn: Learn on ESAC and harmony from jazz etc. | ||
deepcomposer.txt ยท Last modified: 2015/10/25 17:28 by eraoul
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