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researcher

M. Grachten

24 papers hereh-index 231.5k citations102 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author5
  • middle author13
  • last author5

Across the 24 of 24 papers where every author was matched, so the position is known.

fields
  • cs.SD21
  • cs.AI1
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedFrom Bach to the Beatles: The simulation of human tonal expectation using ecologically-trained predictive models

7 citations · 28 across the 17 of their papers we have counts for

collaborators
Showing 2024 · cs.SDShow all

3 papers · 2 filters

cs.SD2024

Diff-A-Riff: Musical Accompaniment Co-creation via Latent Diffusion Models

Javier Nistal, Marco Pasini, Cyran Aouameur +2

Recent advancements in deep generative models present new opportunities for music production but also pose challenges, such as high computational demands and limited audio quality.…

cs.SD2024

Measuring Audio Prompt Adherence with Distribution-based Embedding Distances

Maarten Grachten

An increasing number of generative music models can be conditioned on an audio prompt that serves as musical context for which the model is to create an accompaniment (often furthe…

cs.SD2024

Bass Accompaniment Generation via Latent Diffusion

Marco Pasini, Maarten Grachten, Stefan Lattner

The ability to automatically generate music that appropriately matches an arbitrary input track is a challenging task. We present a novel controllable system for generating single…

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