51 citations · 114 across the 24 of their papers we have counts for
4 papers · 1 filter
A Computational Study of the Role of Tonal Tension in Expressive Piano Performance
Carlos Cancino-Chacón, Maarten Grachten
Expressive variations of tempo and dynamics are an important aspect of music performances, involving a variety of underlying factors. Previous work has showed a relation between su…
Auto-adaptive Resonance Equalization using Dilated Residual Networks
Maarten Grachten, Emmanuel Deruty, Alexandre Tanguy
In music and audio production, attenuation of spectral resonances is an important step towards a technically correct result. In this paper we present a two-component system to auto…
A Predictive Model for Music Based on Learned Interval Representations
Stefan Lattner, Maarten Grachten, Gerhard Widmer
Connectionist sequence models (e.g., RNNs) applied to musical sequences suffer from two known problems: First, they have strictly "absolute pitch perception". Therefore, they fail…
Learning Transposition-Invariant Interval Features from Symbolic Music and Audio
Stefan Lattner, Maarten Grachten, Gerhard Widmer
Many music theoretical constructs (such as scale types, modes, cadences, and chord types) are defined in terms of pitch intervals---relative distances between pitches. Therefore, w…