====== Differences ====== This shows you the differences between two versions of the page.
Both sides previous revision Previous revision Next revision | Previous revision | ||
deepcomposer [2015/10/25 11:54] stefanbalke |
deepcomposer [2015/10/25 17:28] (current) eraoul [Summary] |
||
---|---|---|---|
Line 8: | Line 8: | ||
* Collect several symbolic song datasets, with melody and possibly chords | * Collect several symbolic song datasets, with melody and possibly chords | ||
* Represent data in a common vector format appropriate for input to a neural net | * Represent data in a common vector format appropriate for input to a neural net | ||
- | * Develop an LSTM architecture for generation of melody/chord output. | + | * Develop a Long Short-Term Memory (LSTM) architecture for generation of melody/chord output. |
* **Goal:** Given a melody and chord sequence, generate melody with chords. | * **Goal:** Given a melody and chord sequence, generate melody with chords. | ||
* Make music! | * Make music! | ||
Line 135: | Line 135: | ||
{{:example_rnd_01.mp3|}} | {{:example_rnd_01.mp3|}} | ||
+ | ==== Train on ESAC, ESAC Seed, Probabilistic Sampling ==== | ||
+ | |||
+ | {{:example_rnd_02.png?800|}} | ||
+ | {{:example_rnd_02.mp3|}} | ||
===== Next Steps ===== | ===== Next Steps ===== | ||