A Comparative Study of Preprocessing and Model Compression Techniques in Deep Learning for Forest Sound Classification

A Comparative Study of Preprocessing and Model Compression Techniques in Deep Learning for Forest Sound Classification

Deep-learning models play a significant role in modern software solutions, with the capabilities of handling complex tasks, improving accuracy, automating processes, and adapting to diverse domains, eventually contributing to advancements in various industries. This study provides a comparative stud...

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Bibliographic Details
Main Authors: Thivindu Paranayapa, Piumini Ranasinghe, Dakshina Ranmal, Dulani Meedeniya, Charith Perera
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Sensors
Subjects:
augmentation
feature extraction
classification
pruning
quantization
Online Access:https://www.mdpi.com/1424-8220/24/4/1149

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https://www.mdpi.com/1424-8220/24/4/1149

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