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b49913f
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Parent(s):
acae072
Update demo description to clarify control over principal components
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app.py
CHANGED
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@@ -20,17 +20,15 @@ In this demo, you can upload a raw vocal audio file (in mono) and apply random e
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The effects consist of series of EQ, compressor, delay, and reverb.
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The generator is a PCA model derived from 365 vocal effects presets fitted with the same effects chain.
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This interface allows you to control the
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For the rest of the PCs, you can choose to randomise them or set them to zero.
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To give you some idea, we emperically found that the first PC controls the amount of reverb and the second PC controls the amount of brightness.
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Note that adding these PCs together does not necessarily mean that their effects are additive in the final audio.
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We found sometimes the effects of least important PCs are more perceptible.
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Try to play around with the sliders and buttons and see what you can come up with!
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Currently only
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For example:
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- Exposing all the PCs
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- Directly controlling the parameters of the effects
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- Visualising the PCA space
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- Visualising the frequency responses/dynamic curves of the effects
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The effects consist of series of EQ, compressor, delay, and reverb.
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The generator is a PCA model derived from 365 vocal effects presets fitted with the same effects chain.
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This interface allows you to control the principal components (PCs) of the generator, randomise them, and render the audio.
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To give you some idea, we emperically found that the first PC controls the amount of reverb and the second PC controls the amount of brightness.
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| 26 |
Note that adding these PCs together does not necessarily mean that their effects are additive in the final audio.
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| 27 |
We found sometimes the effects of least important PCs are more perceptible.
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Try to play around with the sliders and buttons and see what you can come up with!
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Currently only PCs are tweakable, but in the future we will add more controls and visualisation tools.
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For example:
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- Directly controlling the parameters of the effects
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- Visualising the PCA space
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- Visualising the frequency responses/dynamic curves of the effects
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