C. Hernandez-Olivan

Postdoctoral Fellow · NTT Kyoto

Paper Notes

Notion notes  |  Papers index

Directed Theses

2023

Automatic score-to-score music generation.
Master in Sound and Music Computing, Universitat Pompeu Fabra, Barcelona. Grade: 8.0/10. Co-supervised with Pedro Ramoneda.
Automatic Music Composition in Symbolic Format with Deep Neural Networks.
Student: María Iriarte Bernal. Grado en Ingeniería de Telecomunicaciones. Co-director: José R. Beltrán Blázquez. University of Zaragoza.
Drums Generation with Transformer-based Models.
Student: Sergio Ferraz Laplana. Grado en Ingeniería de Telecomunicaciones. Grade: 9.0/10. Co-director: José R. Beltrán Blázquez. University of Zaragoza.
Detection of Boiling in Liquids on an Induction Hob using Acoustic Analysis and Artificial Intelligence.
Student: Carlota Laborda Basa. Grado en Ingeniería de Telecomunicaciones. Grade: 8.0/10. Co-director: José R. Beltrán Blázquez. University of Zaragoza.

2022

Music composition with transformer-based models.
Student: Sonia Rubio Llamas. Grado en Ingeniería de Telecomunicaciones. Grade: 9.0/10. Co-director: José R. Beltrán Blázquez. University of Zaragoza.
Harmonic analysis of MIDI files.
Student: Jorge Bajén. Grado en Ingeniería de Tecnologías Industriales. Grade: 8.5/10. Co-director: José R. Beltrán Blázquez. University of Zaragoza.
Instruments classification with deep learning.
Student: Santiago Pallarés. Grado en Ingeniería de Telecomunicaciones. Grade: 8.75/10. Co-director: José R. Beltrán Blázquez. University of Zaragoza.
Source separation and music transcription with deep learning.
Student: Pablo Castillón Ruiz. Grado en Ingeniería Electrónica. Grade: 8.5/10. Co-director: José R. Beltrán Blázquez. University of Zaragoza.
Study of deep learning-based techniques for music composition.
Student: Jorge Abadías Puyuelo. Grado en Ingeniería de Tecnologías Industriales. Grade: 9.0/10. Co-director: José R. Beltrán Blázquez. University of Zaragoza.

2021

Multitimbral transcription system based on deep neural networks.
Student: Carlos Hernández López. Grado en Ingeniería Electrónica. Grade: 9.2/10 — Honorary Distinction. Co-director: José R. Beltrán Blázquez. University of Zaragoza.
Source separation and music transcription with deep learning.
Student: Ignacio Zay Pinilla. Grado en Ingeniería de Telecomunicaciones. Grade: 8.5/10. Co-director: José R. Beltrán Blázquez. University of Zaragoza.

Resources — Deep Learning

Courses

Coursera · DeepLearning.AI

Recommended Books

Resources — Music Information Retrieval

Python Libraries

Librosa [Docs] [GitHub] [Paper]
Essentia [Web] [Paper]

Recommended Books

Where to Publish

Journals

Conferences

Workshops