† equal contribution. See Google Scholar for full list.

Conference Papers

Count Your Speakers! Multitask Learning for Multimodal Speaker Diarization
Prabhav Singh, Jesus Villalba, Najim Dehak
Interspeech 2025 · Rotterdam, Netherlands
Paper Oral · Top 20%
EmoJudge: LLM Based Post-Hoc Refinement for Multimodal Speech Emotion Recognition
Prabhav Singh, Jesus Villalba
Interspeech 2025 · Rotterdam, Netherlands
Paper
The JHU-MIT System for NIST SRE24: Post-Evaluation Analysis
Jesus Villalba, Jonas Borgstron, Prabhav Singh et al.
IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2025)
Paper
Multimodal Emotion Recognition Harnessing the Complementarity of Speech, Language, and Vision
Thomas Thebaud†, Anna Favaro†, Prabhav Singh†, Yaohan Guan†, Yuchen Yang†, Jesus Villalba, Laureano Mono-Velazquez, Najim Dehak
26th ACM International Conference on Multimodal Interaction (ICMI '24) · San Jose, Costa Rica
Paper 1st Place · Empathic Virtual Agent Challenge 2024

Journal Articles

SEMI-FND: Stacked Ensemble Based Multimodal Inferencing Framework for Faster Fake News Detection
Prabhav Singh†, R. Srivastava†, K. Rana, V. Kumar
Expert Systems With Applications, Elsevier · Vol. 215, 2023
Paper
A Topic Modeled Unsupervised Approach to Single Document Extractive Text Summarization
R. Srivastava†, Prabhav Singh†, K. Rana, V. Kumar
Knowledge-Based Systems, Elsevier · Vol. 246, 2022
Paper
A Multimodal Hierarchical Approach to Speech Emotion Recognition from Audio and Text
Prabhav Singh†, R. Srivastava†, K. Rana, V. Kumar
Knowledge-Based Systems, Elsevier · Vol. 229, 2021
Paper

Preprints, Workshops & Posters

Sensitivity of Stability: Theoretical & Empirical Analysis of Replicability for Adaptive Data Selection in Transfer Learning
Prabhav Singh, Jessica Sorrell
arXiv preprint · 2025
arXiv
Marformer: A Transformer for Predicting Missing Data Distributions
Prabhav Singh†, Haojun Shi†, Xiheng Wang†, Jason Eisner
CLSP, Johns Hopkins University
Paper In Progress . MSE Thesis
Active Learning and Feature-Acquisition with LLMs and Humans
Prabhav Singh†, Haojun Shi†, Jason Eisner
Mid-Atlantic Student Colloquium on Speech, Language and Learning (MASC-SLL 2025)
Poster Best Poster Award
The JHU-MIT Submission to NIST 2024 Speaker Recognition Evaluation (SRE24)
Jesus Villalba, Prabhav Singh, J. Borgstrom et al.
NIST Speaker Recognition Evaluation 2024
Paper Accepted & Presented