36 citations · 40 across the 7 of their papers we have counts for
8 papers
Towards Training Music Taggers on Synthetic Data
Nadine Kroher, Steven Manangu, Aggelos Pikrakis
Most contemporary music tagging systems rely on large volumes of annotated data. As an alternative, we investigate the extent to which synthetically generated music excerpts can im…
Can MusicGen Create Training Data for MIR Tasks?
Nadine Kroher, Helena Cuesta, Aggelos Pikrakis
We are investigating the broader concept of using AI-based generative music systems to generate training data for Music Information Retrieval (MIR) tasks. To kick off this line of…
Computing Melodic Templates in Oral Music Traditions
Sergey Bereg, José-Miguel Díaz-Báñez, Nadine Kroher +1
The term melodic template or skeleton refers to a basic melody which is subject to variation during a music performance. In many oral music tradition, these templates are implicitl…
Maths, Computation and Flamenco: overview and challenges
José-Miguel Díaz-Báñez, Nadine Kroher
Flamenco is a rich performance-oriented art music genre from Southern Spain which attracts a growing community of aficionados around the globe. Due to its improvisational and expre…
Exploratory Analysis of a Large Flamenco Corpus using an Ensemble of Convolutional Neural Networks as a Structural Annotation Backend
Nadine Kroher, Aggelos Pikrakis
We present computational tools that we developed for the analysis of a large corpus of flamenco music recordings, along with the related exploratory findings. The proposed computat…
A Polynomial Algorithm for Balanced Clustering via Graph Partitioning
Luis-Evaristo Caraballo, José-Miguel Díaz-Báñez, Nadine Kroher
The objective of clustering is to discover natural groups in datasets and to identify geometrical structures which might reside there, without assuming any prior knowledge on the c…
Automatic Transcription of Flamenco Singing from Polyphonic Music Recordings
Nadine Kroher, Emilia Gómez
Automatic note-level transcription is considered one of the most challenging tasks in music information retrieval. The specific case of flamenco singing transcription poses a parti…
Corpus COFLA: A research corpus for the Computational study of Flamenco Music
Nadine Kroher, José-Miguel Díaz-Báñez, Joaquin Mora +1
Flamenco is a music tradition from Southern Spain which attracts a growing community of enthusiasts around the world. Its unique melodic and rhythmic elements, the typically sponta…