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Perfil investigador
Esp
Hegel Emmanuel Pedroza Villalobos

Associate Professor
Departament of Arts and Humanities

Division of Social Sciences and Humanities




Lerma Campus

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Sites of interest

• Personal Web Site

Sustainable Development Goals

• 4 Quality Education

• 9 Industry, Innovation, and Infrastructure

• 10 Reduced Inequalities


Research interests

• Artistic and practice-based research in music technology
• Impact of effects processing on music information retrieval systems
• Data-centered methodologies for machine learning in musical audio
• Algorithmic art and generative audiovisual practices as critical research
• Artistic research grounded in interaction, sound, and embodied experience

Profile

Hegel Pedroza (1991, Mexico City) is a Mexican guitarist, composer, and researcher specializing in music technology. He holds a Bachelor’s degree in Contemporary Popular Music Composition from the Academia de Música Fermatta (2012) and a Master’s degree in Music Technology from the National Autonomous University of Mexico (UNAM, 2023). He has also completed additional studies in sound art, technology, and artistic research.

He has held full-time teaching positions at the Autonomous University of the State of Mexico and at the Academia de Música Fermatta, and has served as an adjunct professor at Tecnológico de Monterrey and SAE Institute Mexico. He is currently a Full-Time Research Professor at the Lerma Campus of the Universidad Autónoma Metropolitana (UAM), where he combines his academic work with musical activity and multimedia project consulting.

His creative work encompasses composition, musical performance, and digital art. As a composer, he has written music for advertising, short films, and a feature-length documentary; his concert works have also been recognized through international calls and collaborations in Spain, the United States, and Germany. As a guitarist, he leads a contemporary jazz trio that has performed at major festivals in Mexico.

As a digital artist, his work has been presented in venues such as the compilation album Homenaje a Aram Slobodian (Spanish Electroacoustic Music Association, 2013); the exhibition Cortázar en Casa (Casa América de Catalunya, 2014); the group exhibition Getxo Arte (Getxo City Council, 2014); the Central Emerging Art Festival (AECID, El Salvador, 2019); and the exhibitions Creaciones con algoritmos: visualización y sonificación de datos (2020) and Geometrías Sensibles (2021) at the Centro de Cultura Digital. He has also presented work in the solo exhibition Trípticos.

As a researcher, his work focuses on the development of music technologies applied to the guitar and on artificial intelligence, with particular emphasis on dataset design for deep learning models aimed at transcription and performance analysis of guitar playing.



Information provided by the academic staff

Research interests

• Artistic and practice-based research in music technology
• Impact of effects processing on music information retrieval systems
• Data-centered methodologies for machine learning in musical audio
• Algorithmic art and generative audiovisual practices as critical research
• Artistic research grounded in interaction, sound, and embodied experience

Academic Work

On the following pages you can consult the research work:



Other sites of interest

Consult the research work on other websites:






Courses taught by the professor in recent trimesters

*Courses are conducted in spanish

Num.Trim.Course NameLevel
1
25O
Taller Optativo Interdivisional VLicenciatura
2
25O
Taller Optativo Interdivisional VIILicenciatura
3
25O
Taller Optativo Interdivisional VIIILicenciatura
4
25O
Taller Optativo Interdivisional XLicenciatura
5
25O
Estética y Practicas del Arte Digital ContemporáneoLicenciatura
6
25O
Tópicos Selectos Interdisciplinarios IVLicenciatura
7
25O
Taller Optativo InterdIVisional IVLicenciatura
8
25P
Taller Optativo Interdivisional IXLicenciatura
9
25P
Temas Selectos Interdivisionales VLicenciatura
10
25P
Taller Optativo Interdivisional VIIILicenciatura
11
25P
Taller Optativo Interdivisional VLicenciatura
12
25P
Taller Optativo InterdIVisional IVLicenciatura
13
25P
Taller Optativo Interdivisional IIILicenciatura
14
25P
Diseño, Gestión y Planeación de Proyectos InterdisciplinarLicenciatura
15
25I
Taller Optativo Interdivisional IIILicenciatura
16
25I
Taller Optativo Interdivisional VLicenciatura
17
25I
Taller Optativo Interdivisional VILicenciatura
18
25I
Taller Optativo Interdivisional VIILicenciatura
19
25I
Taller Optativo Interdivisional VIIILicenciatura
20
25I
Taller Optativo Interdivisional IXLicenciatura
21
25I
Introducción a la IngenieríaLicenciatura
22
25I
Temas SelectosLicenciatura
23
24O
Proyecto InterdisciplinarioLicenciatura
24
24O
Producción y Comunicación en la Cultura ColaborativaLicenciatura
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Universidad Autónoma Metropolitana, 2026.