Aswathy Madhu

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Publications (9)

• RQNet: Residual Quaternion CNN for Performance Enhancement in Low Complexity and Device Robust Acoustic Scene Classification
  IEEE Transactions on Multimedia 2023 DOI: 10.1109/TMM.2023.3241553
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• AtResNet: Residual Atrous CNN with Multi-scale Feature Representation for Low Complexity Acoustic Scene Classification
  Circuits, Systems, and Signal Processing 2022 DOI: 10.1007/s00034-022-02107-2
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• EnvGAN: a GAN-based augmentation to improve environmental sound classification
  Artificial Intelligence Review 2022 DOI: 10.1007/s10462-022-10153-0
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• EHTNet: Twin-pooled CNN with Empirical Mode Decomposition and Hilbert Spectrum for Acoustic Scene Classification
  SPCOM 2022 - IEEE International Conference on Signal Processing and Communications 2022 DOI: 10.1109/SPCOM55316.2022.9840514
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• EnvGAN: Adversarial synthesis of environmental sounds for data augmentation
  arXiv 2021 DOI: 10.48550/arxiv.2104.07326
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• SiamNet: Siamese CNN Based Similarity Model for Adversarially Generated Environmental Sounds
  IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2021 DOI: 10.1109/MLSP52302.2021.9596435
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• Data augmentation using generative adversarial network for environmental sound classification
  European Signal Processing Conference 2019 DOI: 10.23919/EUSIPCO.2019.8902819
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• Biomedical Image Integrity Check for Telemedicine Applications by Hash Embedding & Wavelet Compression
  2017 International Conference on Networks and Advances in Computational Technologies, NetACT 2017 2017 DOI: 10.1109/NETACT.2017.8076763
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• Automatic epileptic seizure detection in EEGs using time-frequency analysis and probabilistic neural network
  Proceedings - 2012 International Conference on Advances in Computing and Communications, ICACC 2012 2012 DOI: 10.1109/ICACC.2012.20
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