Publications

Sidharth, Vishwas Sathish, Shweta Bansal, Samantha Sun, Timmy Pham, Kurt Weaver, Rajesh PN Rao, Jeffrey Herron (2025). PainDECOG: Machine Learning-Based Identification of Pain Biomarkers from sEEG Signals. arXiv preprint arXiv:2502.10621.

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Jerrin Thomas Panachakel, H Ranjana, Sidharth Sidharth, Ashish Abraham Samuel, Others (2023). CSP-LSTM Based Emotion Recognition from EEG Signals. 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE).

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Yan Ru Pei, Ritik Shrivastava, FNU Sidharth (2023). Real-time Speech Enhancement on Raw Signals with Deep State-space Modeling. arXiv preprint arXiv:2409.03377.

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Shikha Baghel, Shreyas Ramoji, Sidharth, Ranjana H, Prachi Singh, Somil Jain, Pratik Roy Chowdhuri, Kaustubh Kulkarni, Swapnil Padhi, Deepu Vijayasenan, Others (2023). The DISPLACE challenge 2023-diarization of speaker and language in conversational environments. Proc. Interspeech 2023.

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Sidharth, Ashish Abraham Samuel, H Ranjana, Jerrin Thomas Panachakel, Others (2023). Emotion detection from EEG using transfer learning. 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

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K Sana Parveen, Jerrin Thomas Panachakel, H Ranjana, Sidharth, Ashish Abraham Samuel (2023). EEG-based Emotion Classification-A Theoretical Perusal of Deep Learning Methods. 2023 2nd International Conference for Innovation in Technology (INOCON).

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