A Machine Learning-Assisted Automation System for Optimizing Session Preparation Time in Digital Audio Workstations

A Machine Learning-Assisted Automation System for Optimizing Session Preparation Time in Digital Audio Workstations

Modern audio production workflows often require significant manual effort during the initial session preparation phase, including track labeling, format standardization, and gain staging. This paper presents a rule-based and Machine Learning-assisted automation system designed to minimize the time r...

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Bibliographic Details
Main Authors: Bogdan Moroșanu, Marian Negru, Georgian Nicolae, Horia Sebastian Ioniță, Constantin Paleologu
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Information
Subjects:
audio engineering
digital audio workstations
machine learning
audio workflow optimization
gain staging
audio classification
Online Access:https://www.mdpi.com/2078-2489/16/6/494
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