Prediction of Head Related Transfer Functions Using Machine Learning Approaches

Prediction of Head Related Transfer Functions Using Machine Learning Approaches

The generation of a virtual, personal, auditory space to obtain a high-quality sound experience when using headphones is of great significance. Normally this experience is improved using personalized head-related transfer functions (HRTFs) that depend on a large degree of personal anthropometric inf...

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Bibliographic Details
Main Authors: Roberto Fernandez Martinez, Pello Jimbert, Eric Michael Sumner, Morris Riedel, Runar Unnthorsson
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Acoustics
Subjects:
head related transfer function
virtual auditory space
artificial neural network
linear regression
modeling methodology
multilayer perceptron
Online Access:https://www.mdpi.com/2624-599X/5/1/15

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