A neural network-based method for spruce tonewood characterization

DG Badiane, S Gonzalez, R Malvermi… - The Journal of the …, 2023 - pubs.aip.org
The acoustical properties of wood are primarily a function of its elastic properties. Numerical
and analytical methods for wood material characterization are available, although they are …

A statistical approach to violin evaluation

R Malvermi, S Gonzalez, F Antonacci, A Sarti… - Applied Sciences, 2022 - mdpi.com
Featured Application Physics-informed quality assessment of a stringed musical instrument.
Abstract Comparing violins requires competence and involves both subjective and objective …

[PDF][PDF] Predicting the acoustics of archtop guitars using an ai-based algorithm trained on fem simulations

G Longo, S Gonzalez, F Antonacci… - Forum Acusticum …, 2023 - dael.euracoustics.org
In this paper we implement a method that combines finite element analysis and artificial
intelligence (AI) to study how the choice of some design and material parameters affects the …

Model-predicted geometry variations to compensate material variability in the design of classical guitars

A Brauchler, S Gonzalez, M Vierneisel, P Ziegler… - Scientific Reports, 2023 - nature.com
Musical instrument making is often considered a mysterious form of art, its secrets still
escaping scientific quantification. There is not yet a formula to make a good instrument, so …

Parameterizing a complete guitar model for vibroacoustic analysis

R Di Bella - 2023 - politesi.polimi.it
Which geometrical or material features determine the quality of an instrument is probably the
most debated matter among guitar makers, but also one that is seldom approached with a …

Deep learning for frequency response prediction of a multimass oscillator

J Schultz, J van Delden, C Blech, SC Langer… - PAMM, 2023 - Wiley Online Library
Noise prevention in product development is becoming more and more important due to
health effects and comfort restrictions. In the product development process, costly and time …

[PDF][PDF] Sound synthesis of geometric and material changes in archtop guitars: towards the timbral design of musical instruments

S Gonzalez, M Rau, C Espinoza, G Longo, F Antonacci… - 2023 - researchgate.net
Through computer simulations and synthesis, our research scrutinizes the impact of various
geometric and material modifications on archtop guitar sound. Utilizing an accurate guitar …

[PDF][PDF] Features vs Bands: Statistical analysis between design features and spectral power for a set of culturally relevant violins

S Gonzalez, R Malvermi, MJ Kwan, S Zygmuntowicz… - researchgate.net
This study presents a comprehensive statistical analysis exploring the relationship between
the design features and the power of the sound spectrum of culturally significant violins. Our …