MusicScore: A Dataset for Music Score Modeling and Generation
Music scores are written representations of music and contain rich information about musical
components. The visual information on music scores includes notes, rests, staff lines, clefs …
components. The visual information on music scores includes notes, rests, staff lines, clefs …
Self-Supervised Music Source Separation Using Vector-Quantized Source Category Estimates
Music source separation is focused on extracting distinct sonic elements from composite
tracks. Historically, many methods have been grounded in supervised learning …
tracks. Historically, many methods have been grounded in supervised learning …
A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems
KN Watcharasupat, A Lerch - arXiv preprint arXiv:2406.18747, 2024 - arxiv.org
Despite significant recent progress across multiple subtasks of audio source separation, few
music source separation systems support separation beyond the four-stem vocals, drums …
music source separation systems support separation beyond the four-stem vocals, drums …
Mel-Band RoFormer for Music Source Separation
Recently, multi-band spectrogram-based approaches such as Band-Split RNN (BSRNN)
have demonstrated promising results for music source separation. In our recent work, we …
have demonstrated promising results for music source separation. In our recent work, we …