Search Results for author: Zihui Yan

Found 2 papers, 1 papers with code

A Unified Framework for Generative Data Augmentation: A Comprehensive Survey

no code implementations30 Sep 2023 Yunhao Chen, Zihui Yan, Yunjie Zhu

Generative data augmentation (GDA) has emerged as a promising technique to alleviate data scarcity in machine learning applications.

Data Augmentation Synthetic Data Generation

Effective Audio Classification Network Based on Paired Inverse Pyramid Structure and Dense MLP Block

1 code implementation5 Nov 2022 Yunhao Chen, Yunjie Zhu, Zihui Yan, Yifan Huang, Zhen Ren, Jianlu Shen, Lifang Chen

Recently, massive architectures based on Convolutional Neural Network (CNN) and self-attention mechanisms have become necessary for audio classification.

Data Augmentation Environmental Sound Classification +3

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