A bar-level symbolic-score song generator (BACH) is claimed to beat published systems and commercial Suno on human-rated quality, duration, and efficiency, but the supporting full text is corrupted and unverifiable.
Exploring Tokenization Methods for Multitrack Sheet Music Generation
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abstract
This study explores the tokenization of multitrack sheet music in ABC notation, introducing two methods--bar-stream and line-stream patching. We compare these methods against existing techniques, including bar patching, byte patching, and Byte Pair Encoding (BPE). In terms of both computational efficiency and the musicality of the generated compositions, experimental results show that bar-stream patching performs best overall compared to the others, which makes it a promising tokenization strategy for sheet music generation.
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cs.SD 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
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Via Score to Performance: Efficient Human-Controllable Long Song Generation with Bar-Level Symbolic Notation
A bar-level symbolic-score song generator (BACH) is claimed to beat published systems and commercial Suno on human-rated quality, duration, and efficiency, but the supporting full text is corrupted and unverifiable.