Antonio Ríos Vila

Deep Learning Researcher, Mutlimedia Engineer

Hi! I am Antonio. I am a Dr in Computer Science from Alicante, Spain. I mainly research and develop deep learning projects for music reading systems.
I also work on web development and, in my spare time, I enjoy doing some 3D printing!

Recent projects

Sheet Music Transformer

End-to-end full-page optical music recognition for pianoform sheet music

End-to-end Pianoform OMR

End-to-end pianoform system transcription through rotations and unfolding

OMR

Pianoform

Python

Aligned Music Notation & Lyrics Transcription

End-to-end music notation and lyrics transcription system transcription through rotations and unfolding

Rioscarratalá

Personal website and portfolio for Juan Antonio Ríos Carratalá

Website

Astro

All projects

Recent research papers

Aligned Music Notation and Lyrics Transcription

Antonio Ríos-Vila, Jorge Calvo-Zaragoza, David Rizo, Thierry Paquet

2024

ArXiv

A Transformer Approach for Polyphonic Audio-to-Score Transcription.

María Alfaro-Contreras, Antonio Ríos-Vila, Jose J. Valero-Mas, Jorge Calvo-Zaragoza

2024

ICASSP

Sheet Music Transformer: End-To-End Optical Music Recognition Beyond Monophonic Transcription.

Antonio Ríos-Vila, Jorge Calvo-Zaragoza, Thierry Paquet

2024

ICDAR

End-to-End Full-Page Optical Music Recognition for Pianoform Sheet Music.

Antonio Ríos-Vila, Jorge Calvo-Zaragoza, David Rizo, Thierry Paquet

2024

ArXiv

All research

Experience

Current

Postdoctoral Orientation Period - University of Alicante

Postdoctoral research at the University of Alicante through the grant ACIF 2021/036 from the Generalitat Valenciana. Working on Sheet Music Information Retrieval.

Oct 2021 - July 2024

Ph.D Candidate - Generalitat Valenciana

Ph.D Candidate with the grant ACIF 2021/036 from the Generalitat Valenciana. Working on my Ph.D thesis: " End-to-end full-page optical music recognition beyond staff-level transcritption".

Oct 2019 - March 2021

Full-Stack Developer - University of Alicante

Full Stack development of HISPAMUS MuRET API for music scores research and recognition. Design and programming of Deep Learning Systems for advanced API functionalities

January 2019 - June 2019

Full-Stack Developer - University of Alicante

API and database programming for Metapress research project at the University of Alicante

January 2019 - June 2019

Full-Stack Developer - University of Alicante

API and database programming for Metapress research project at the University of Alicante

March 2018 - January 2019

Full-Stack Developer - Complutense University of Madrid

Web application programming for the TEU research project developed with Laravel and Bootstrap. Database programming and design in PostgreSQL.

Education

July 2024

Ph.D in Computer Science - University of Alicante

Obtained the Ph.D title in Computer Science with the thesis: " End-to-end full-page optical music recognition beyond staff-level transcription".

June 2021

Data Science Master

Master in Data Science at the University of Alicante. Best class expedient award received.

June 2020

Multimedia Engineering Degree

Graduated in Multimedia Engineering at the University of Alicante.