Data Augmentation Using Generative Adversarial Network for Environmental Sound Classification. - Aswathy Madhu; Suresh Kumaraswamy (EUSIPCO, 2019)

SiamNet: Siamese CNN Based Similarity Model for Adversarially Generated Environmental Sounds. - Aswathy Madhu; Suresh Kumaraswamy (MLSP, 2021)

EnvGAN: Adversarial Synthesis of Environmental Sounds for Data Augmentation. - Aswathy Madhu; Suresh Kumaraswamy (CoRR, 2021)

EHTNet: Twin-pooled CNN with Empirical Mode Decomposition and Hilbert Spectrum for Acoustic Scene Classification. - Aswathy Madhu; K. Suresh (SPCOM, 2022)

EnvGAN: a GAN-based augmentation to improve environmental sound classification. - Aswathy Madhu; Suresh Kumaraswamy (Artif. Intell. Rev., 2022)

AtResNet: Residual Atrous CNN with Multi-scale Feature Representation for Low Complexity Acoustic Scene Classification. - Aswathy Madhu; Suresh Kumaraswamy (Circuits Syst. Signal Process., 2022)

RQNet: Residual Quaternion CNN for Performance Enhancement in Low Complexity and Device Robust Acoustic Scene Classification. - Aswathy Madhu; Suresh Kumaraswamy (IEEE Trans. Multim., 2023)