Publications

Sidharth, Meysam Asgari, Hao-Wen Dong, Dhruv Jain (2026). Unmixing The Crowd: Learning Persistent Speaker Representations from Mixture-Derived Multi-Speaker Embeddings. arxiv preprint.

Jeremy Zhengqi Huang, Emani Hicks, Sidharth, Gillian R. Hayes, Dhruv Jain (2026). Sona: Real-Time Multi-Target Sound Attenuation for Noise Sensitivity. CHI EA 26: Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems.

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.

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).

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.

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.

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).

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).