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Found 3 papers, 2 papers with code
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey
Generative data augmentation (GDA) has emerged as a promising technique to alleviate data scarcity in machine learning applications.
Adaptive Growth: Real-time CNN Layer Expansion
Deep Neural Networks (DNNs) have shown unparalleled achievements in numerous applications, reflecting their proficiency in managing vast data sets.
Effective Audio Classification Network Based on Paired Inverse Pyramid Structure and Dense MLP Block
Recently, massive architectures based on Convolutional Neural Network (CNN) and self-attention mechanisms have become necessary for audio classification.
Ranked #3 on
Environmental Sound Classification
on UrbanSound8K
(Accuracy metric)
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