4 papers
A Mamba-Based Model for Automatic Chord Recognition
Chunyu Yuan, Johanna Devaney
In this work, we propose a new efficient solution, which is a Mamba-based model named BMACE (Bidirectional Mamba-based network, for Automatic Chord Estimation), which utilizes sele…
BeatlesFC: Harmonic function annotations of Isophonics' The Beatles dataset
Ji Yeoung Sim, Rebecca Moranis, Johanna Devaney
This paper presents BeatlesFC, a set of harmonic function annotations for Isophonics' The Beatles dataset. Harmonic function annotations characterize chord labels as stable (tonic)…
Story2MIDI: Emotionally Aligned Music Generation from Text
Mohammad Shokri, Alexandra C. Salem, Gabriel Levine +2
In this paper, we introduce Story2MIDI, a sequence-to-sequence Transformer-based model for generating emotion-aligned music from a given piece of text. To develop this model, we co…
Chord-conditioned Melody and Bass Generation
Alexandra C Salem, Mohammad Shokri, Johanna Devaney
We evaluate five Transformer-based strategies for chord-conditioned melody and bass generation using a set of music theory-motivated metrics capturing pitch content, pitch interval…