conftrace_

Shubham Singh

3 papers · 2024–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

Interspeech (2) EMNLP (1)

Top co-authors

Arun Balaji Buduru (2) Rajesh Sharma (2) Muskaan Singh (2) Orchid Chetia Phukan (2) Vinija Jain (1) Chhavi Sharma (1) Jyoti Patel (1) Utkarsh Bhatt (1) Vasu Sharma (1) Sarthak Jain (1)

Research topics

Speech & Audio (2) Analysis (2) Artificial Intelligence (1) Deep Learning (1) Healthcare & Medicine (1) Machine Learning (1) Clinical (1) Core AI (1) Core Methods (1) Learning Types (1)

Keywords

depression detection (2) speech analysis (1) convolutional neural network (1) pre-trained model (1) weight averaging (1) alignment quality (1) jailbreak detection (1) spectral feature (1) speech emotion recognition (1) layer-wise pooling (1) neural feature (1) paralinguistic speech processing (1) latent geometry (1) cluster divergence (1) machine unlearning (1) davies-bouldin score (1)

Papers

Alignment Quality Index (AQI) : Beyond Refusals: AQI as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations EMNLP 2025 Towards Machine Unlearning for Paralinguistic Speech Processing Interspeech 2025 ComFeAT: combination of neural and spectral features for improved depression detection Interspeech 2024