Sidharth's webpage
  • Bio
  • Papers
  • Talks
  • News
  • Experience
  • Projects
  • Blog
    • Paper submitted to IEEE SLT 2026
    • Accepted an offer to Intern at Bose Corporation
    • Started my PhD
    • Elated to share that the paper that I co-authored at BrainChip, aTENNuate, has been accepted at Interspeech 2025
    • Accepted an offer to Intern at Skyworks
    • Thrilled to share that I'll be attending AAAI 2025 to present my research PainDECOG
    • 🎧 aTENNuate submitted to Interspeech 2025
    • ✅ Got my PhD admit
    • 🧠 PainDECOG accepted at AAAI 2025 Workshop on Health Intelligence
  • Publications
    • Unmixing The Crowd: Learning Persistent Speaker Representations from Mixture-Derived Multi-Speaker Embeddings
    • Sona: Real-Time Multi-Target Sound Attenuation for Noise Sensitivity
    • PainDECOG: Machine Learning-Based Identification of Pain Biomarkers from sEEG Signals
    • CSP-LSTM Based Emotion Recognition from EEG Signals
    • Real-time Speech Enhancement on Raw Signals with Deep State-space Modeling
    • The DISPLACE challenge 2023-diarization of speaker and language in conversational environments
    • Emotion detection from EEG using transfer learning
    • EEG-based Emotion Classification-A Theoretical Perusal of Deep Learning Methods
  • Projects
    • Real-Time Multi-Target Sound Attenuation for Noise Sensitivity
    • aTENNuate based masked channel signal reconstruction in simulated environments
    • aTENNuate
    • Odessa a speaker dependent ASR using HMM
  • Recent & Upcoming Talks
    • Decoding Pain: Statistical Identification of Biomarkers from Electrophysiological Signals
    • Emotion Detection from EEG using Transfer Learning
  • Projects
  • Experience
  • Teaching
    • Learn JavaScript
    • Learn Python

PainDECOG: Machine Learning-Based Identification of Pain Biomarkers from sEEG Signals

Jan 1, 2025·
Sidharth
,
Vishwas Sathish
,
Shweta Bansal
,
Samantha Sun
,
Timmy Pham
,
Kurt Weaver
,
Rajesh PN Rao
,
Jeffrey Herron
· 0 min read
PDF Cite
Type
Conference paper
Publication
arXiv preprint arXiv:2502.10621
Last updated on Jan 1, 2025
← Sona: Real-Time Multi-Target Sound Attenuation for Noise Sensitivity Jun 8, 2026
CSP-LSTM Based Emotion Recognition from EEG Signals Oct 25, 2023 →

© 2026 Me. This work is licensed under CC BY NC ND 4.0

Published with Hugo Blox Builder — the free, open source website builder that empowers creators.