Rubato: Transcribing Piano Music with Timestamps
We consider the conversion of musical recordings into human-readable sheet music annotated with timestamps. Such output lets a listener clearly visualize rubato (temporally expressive playing), a learner diagnose ensemble precision and timing choices against the written music, and a musicology scholar compare performance styles across recordings of the same work. We introduce (1) a prompt-conditioned encoder-decoder model, named Rubato, trained to output (2) a new textual representation for polyphonic music, named InterMo, which we designed for compatibility with sequence-to-sequence training. Our experiments demonstrate that Rubato produces timestamped piano sheet music from audio with h...
| Authors | Nazif Can Tamer, Victoria Ebert, Guang Yang et al. |
|---|---|
| Primary category | cs.SD |
| Published | 22 May 2026 |
| Last updated at source | 22 May 2026 |
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