Aswathy Madhu

According to our database, Aswathy Madhu authored at least 7 papers between 2019 and 2023.

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2023

RQNet: Residual Quaternion CNN for Performance Enhancement in Low Complexity and Device Robust Acoustic Scene Classification.

Aswathy Madhu, Suresh Kumaraswamy

IEEE Trans. Multim., 2023

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

EnvGAN: a GAN-based augmentation to improve environmental sound classification.

Aswathy Madhu, Suresh Kumaraswamy

Artif. Intell. Rev., 2022

EHTNet: Twin-pooled CNN with Empirical Mode Decomposition and Hilbert Spectrum for Acoustic Scene Classification.

Aswathy Madhu, K. Suresh

Proceedings of the IEEE International Conference on Signal Processing and Communications, 2022

2021

EnvGAN: Adversarial Synthesis of Environmental Sounds for Data Augmentation.

Aswathy Madhu, Suresh Kumaraswamy

CoRR, 2021

SiamNet: Siamese CNN Based Similarity Model for Adversarially Generated Environmental Sounds.

Aswathy Madhu, Suresh Kumaraswamy

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

2019

Data Augmentation Using Generative Adversarial Network for Environmental Sound Classification.

Aswathy Madhu, Suresh Kumaraswamy

Proceedings of the 27th European Signal Processing Conference, 2019