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Suresh Kumaraswamy
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Journal Articles
- 2023
- [j5]Reshmi Sasibhooshan, Suresh Kumaraswamy, Santhoshkumar Sasidharan:
Image caption generation using Visual Attention Prediction and Contextual Spatial Relation Extraction. J. Big Data 10(1): 18 (2023) - [j4]Aswathy Madhu
, Suresh Kumaraswamy
:
RQNet: Residual Quaternion CNN for Performance Enhancement in Low Complexity and Device Robust Acoustic Scene Classification. IEEE Trans. Multim. 25: 8780-8792 (2023) - 2022
- [j3]Aswathy Madhu
, Suresh Kumaraswamy
:
EnvGAN: a GAN-based augmentation to improve environmental sound classification. Artif. Intell. Rev. 55(8): 6301-6320 (2022) - [j2]Aswathy Madhu
, Suresh Kumaraswamy
:
AtResNet: Residual Atrous CNN with Multi-scale Feature Representation for Low Complexity Acoustic Scene Classification. Circuits Syst. Signal Process. 41(12): 7035-7056 (2022) - 2021
- [j1]Reshmi Sasibhooshan
, Suresh Kumaraswamy
, Santhoshkumar Sasidharan:
WavNet - Visual saliency detection using Discrete Wavelet Convolutional Neural Network. J. Vis. Commun. Image Represent. 79: 103236 (2021)
Conference and Workshop Papers
- 2021
- [c2]Aswathy Madhu
, Suresh Kumaraswamy
:
SiamNet: Siamese CNN Based Similarity Model for Adversarially Generated Environmental Sounds. MLSP 2021: 1-6 - 2019
- [c1]Aswathy Madhu
, Suresh Kumaraswamy
:
Data Augmentation Using Generative Adversarial Network for Environmental Sound Classification. EUSIPCO 2019: 1-5
Informal and Other Publications
- 2021
- [i1]Aswathy Madhu, Suresh Kumaraswamy:
EnvGAN: Adversarial Synthesis of Environmental Sounds for Data Augmentation. CoRR abs/2104.07326 (2021)
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