Jan 27, 2023 � Recent research has put efforts on reducing the overall sequence length by merging embeddings or combining tokens. In this paper, we show that�...
Byte Pair Encoding (BPE) is a compression technique that allows to reduce the sequence length of a corpus by iteratively replacing the most recurrent byte�...
Dec 10, 2023 � In this paper, we show that Byte Pair Encoding. (BPE, described in Section 3) applied to symbolic music allows to address the two goals just men�...
Byte Pair Encoding (BPE) is a data compression technique. It converts the most recurrent successive bytes\footnote{For symbolic music in our case, the basic “�...
This paper introduces an innovative application of Byte Pair Encoding (BPE) in the realm of music scenarios. The proposed algorithm significantly enhances�...
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Aug 5, 2024 � Figure 1: Three tokenizations of the same three notes. ... the embeddings are merged (pooled). ... gregated embedding of fixed size.
Oct 2, 2024 � This study provides a qualitative analysis of BPE's behavior across various instrumentations and evaluates its impact on a musical phrase�...
We experiment on music generation and composer classification, and study the impact of BPE on how models learn the embeddings, and show that it can help to�...
We experiment on music generation and composer classification, and study the impact of BPE on how models learn the embeddings, and show that it can help to�...
We experiment on music generation and composer classification, and study the impact of BPE on how models learn the embeddings, and show that it can help to�...
