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Aswathy Madhu
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 7
Top Topics
Scene Classification
Indoor Outdoor
Feature Representation
Hilbert Transform
Top Venues
Artif. Intell. Rev.
MLSP
CoRR
Circuits Syst. Signal Process.
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Publications
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Aswathy Madhu
,
Suresh Kumaraswamy
RQNet: Residual Quaternion CNN for Performance Enhancement in Low Complexity and Device Robust Acoustic Scene Classification.
IEEE Trans. Multim.
25 (2023)
Aswathy Madhu
,
Suresh Kumaraswamy
EnvGAN: a GAN-based augmentation to improve environmental sound classification.
Artif. Intell. Rev.
55 (8) (2022)
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) (2022)
Aswathy Madhu
,
K. Suresh
EHTNet: Twin-pooled CNN with Empirical Mode Decomposition and Hilbert Spectrum for Acoustic Scene Classification.
SPCOM
(2022)
Aswathy Madhu
,
Suresh Kumaraswamy
SiamNet: Siamese CNN Based Similarity Model for Adversarially Generated Environmental Sounds.
MLSP
(2021)
Aswathy Madhu
,
Suresh Kumaraswamy
EnvGAN: Adversarial Synthesis of Environmental Sounds for Data Augmentation.
CoRR
(2021)
Aswathy Madhu
,
Suresh Kumaraswamy
Data Augmentation Using Generative Adversarial Network for Environmental Sound Classification.
EUSIPCO
(2019)