Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Differentiable Wavetable Synthesis   Differentiable Wavetable Synthesis (DWTS) is a technique for neural audio
synthesis which learns a dictionary of one-period waveforms i.e. wavetables,
through end-to-end training. We achieve high-fidelity audio synthesis with as
little as 10 to 20 wavetables and demonstrate how a data-driven dictionary of
waveforms opens up unprecedented one-shot learning paradigms on short audio
clips. Notably, we show audio manipulations, such as high quality
pitch-shifting, using only a few seconds of input audio. Lastly, we investigate
performance gains from using learned wavetables for realtime and interactive
audio synthesis.

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The categories of this paper are: plasm-ph
13
The categories of this paper are: quant-ph
14
The categories of this paper are: math-ph
24
The categories of this paper are: dg-ga
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The categories of this paper are: chem-ph
0
The categories of this paper are: hep-ph
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The categories of this paper are: bayes-an
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The categories of this paper are: alg-geom
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The categories of this paper are: acc-phys
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The categories of this paper are: mtrl-th
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The categories of this paper are: ao-sci
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The categories of this paper are: q-alg
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The categories of this paper are: econ
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The categories of this paper are: nucl-ex
12
The categories of this paper are: nucl-th
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The categories of this paper are: patt-sol