A Survey on Machine Learning Techniques for Head-Related Transfer Function Individualization

A Survey on Machine Learning Techniques for Head-Related Transfer Function Individualization

Machine learning (ML) has become pervasive in various research fields, including binaural synthesis personalization, which is crucial for sound in immersive virtual environments. Researchers have mainly addressed this topic by estimating the individual head-related transfer function (HRTF). HRTFs ar...

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Bibliographic Details
Main Authors: Davide Fantini, Michele Geronazzo, Federico Avanzini, Stavros Ntalampiras
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of Signal Processing
Subjects:
HRTF individualization
machine learning
spatial audio
binaural synthesis
Online Access:https://ieeexplore.ieee.org/document/10836943/
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