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Oct, 2024
从旋律音符序列到音高的word2vec应用
From melodic note sequences to pitches using word2vec
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Daniel Defays
TL;DR
本研究解决了如何将音符序列转化为音高信息的挑战。通过将音符视作句子中的单词并应用word2vec技术,构建了一个二维的语义空间,从而成功预测音符。研究发现,音符的语义向量与其音高之间存在约0.80的多重相关系数,显示了此方法的有效性与潜在影响。
Abstract
Applying the
word2vec
technique, commonly used in language modeling, to melodies, where notes are treated as words in sentences, enables the capture of pitch information. This study examines two datasets: 20
children's
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