23 citations · 60 across the 8 of their papers we have counts for
8 papers
A Dataset and Benchmark for Optical Music Recognition of String Quartet Scores
Dongmin Kim, Brian Liu, Jose J. Valero-Mas +1
Optical music recognition (OMR) transcribes music scores into digital formats. While the field has advanced significantly on monophonic and piano-form scores, multi-part score tran…
Self-Supervised Learning for Text Recognition: A Critical Survey
Carlos Penarrubia, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
Text Recognition (TR) refers to the research area that focuses on retrieving textual information from images, a topic that has seen significant advancements in the last decade due…
Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition
Carlos Penarrubia, Carlos Garrido-Munoz, Jose J. Valero-Mas +1
Handwritten Text Recognition (HTR) is a relevant problem in computer vision, and implies unique challenges owing to its inherent variability and the rich contextualization required…
Can Audio Reveal Music Performance Difficulty? Insights from the Piano Syllabus Dataset
Pedro Ramoneda, Minhee Lee, Dasaem Jeong +2
Automatically estimating the performance difficulty of a music piece represents a key process in music education to create tailored curricula according to the individual needs of t…
Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence
Juan Ramón Rico-Juan, Víctor M. Sánchez-Cartagena, Jose J. Valero-Mas +1
Online Judge (OJ) systems are typically considered within programming-related courses as they yield fast and objective assessments of the code developed by the students. Such an ev…
Predicting performance difficulty from piano sheet music images
Pedro Ramoneda, Jose J. Valero-Mas, Dasaem Jeong +1
Estimating the performance difficulty of a musical score is crucial in music education for adequately designing the learning curriculum of the students. Although the Music Informat…
Multilabel Prototype Generation for Data Reduction in k-Nearest Neighbour classification
Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez +1
Prototype Generation (PG) methods are typically considered for improving the efficiency of the -Nearest Neighbour (NN) classifier when tackling high-size corpora. Such approa…
Late multimodal fusion for image and audio music transcription
María Alfaro-Contreras, Jose J. Valero-Mas, José M. Iñesta +1
Music transcription, which deals with the conversion of music sources into a structured digital format, is a key problem for Music Information Retrieval (MIR). When addressing this…