An overview of methods for generating, augmenting and evaluating room impulse response using artificial neural networks

An overview of methods for generating, augmenting and evaluating room impulse response using artificial neural networks

Methods based on artificial neural networks (ANN) are widely used in various audio signal processing tasks. This provides opportunities to optimize processes and save resources required for calculations. One of the main objects we need to get to numerically capture the acoustics of a room is the roo...

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Bibliographic Details
Main Author: Mantas Tamulionis
Format: Article
Language:English
Published: Vilnius Gediminas Technical University 2021-08-01
Series:Mokslas: Lietuvos Ateitis
Subjects:
room impulse response
reverberation
acoustic simulation
data augmentation
artificial neural networks
speech recognition
Online Access:https://journals.vgtu.lt/index.php/MLA/article/view/15152

Internet

https://journals.vgtu.lt/index.php/MLA/article/view/15152

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