2 citations · 2 across the 5 of their papers we have counts for
4 papers · 1 filter
Integrating Text-to-Music Models with Language Models: Composing Long Structured Music Pieces
Lilac Atassi
Recent music generation methods based on transformers have a context window of up to a minute. The music generated by these methods is largely unstructured beyond the context windo…
Large Language Models: From Notes to Musical Form
Lilac Atassi
While many topics of the learning-based approach to automated music generation are under active research, musical form is under-researched. In particular, recent methods based on d…
Musical Form Generation
Lilac Atassi
While recent generative models can produce engaging music, their utility is limited. The variation in the music is often left to chance, resulting in compositions that lack structu…
Generating symbolic music using diffusion models
Lilac Atassi
Denoising Diffusion Probabilistic models have emerged as simple yet very powerful generative models. Unlike other generative models, diffusion models do not suffer from mode collap…