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BumbleBee: A Transformer for Music
[article]
<span title="2021-07-07">2021</span>
<i >
arXiv
</i>
<span class="release-stage" >pre-print</span>
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We will introduce BumbleBee, a transformer model that will generate MIDI music data . We will tackle the issue of transformers applied to long sequences by implementing a longformer generative model that uses dilating sliding windows to compute the attention layers. We will compare our results to that of the music transformer and Long-Short term memory (LSTM) to benchmark our results. This analysis will be performed using piano MIDI files, in particular , the JSB Chorales dataset that has
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... y been used for other research works (Huang et al., 2018)
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