(†: equal contribution, ~: corresponding author)

Conference Papers

• Count Your Speakers! Multitask Learning for Multimodal Speaker Diarization
  Prabhav Singh~, Jesus Villalba, Najim Dehak
  In Proceedings of INTERSPEECH 2025
  Rotterdam, Netherlands. August, 2025.
  Accepted [Presenting in August 2025]

• EmoJudge: LLM Based Post-Hoc Refinement for Multimodal Speech Emotion Recognition
  Prabhav Singh~, Jesus Villalba
  In Proceedings of INTERSPEECH 2025
  Rotterdam, Netherlands. August, 2025.
  Accepted [Presenting in August 2025]

• 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
  In Proc. of the 26th International Conference on Multimodal Interaction (ICMI ’24)
  San Jose, Costa Rica. September, 2024.
  First Position, Empathic Virtual Agent Challenge 2024

Peer-Reviewed Journals

• 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, Volume 215, 2023, Article 119302.

• A topic modeled unsupervised approach to single document extractive text summarization
  R. Srivastava ~†, Prabhav Singh†, K. Rana, V. Kumar
  Knowledge-Based Systems, Elsevier, Volume 246, 2022, Article 108636.

• A multimodal hierarchical approach to speech emotion recognition from audio and text
  Prabhav Singh~†, R. Srivastava†, K. Rana, V. Kumar
  Knowledge-Based Systems, Elsevier, Volume 229, 2021, Article 107316.

Posters / Preprints / Challenges

Includes stuff I did for classes at JHU

• The JHU-MIT Submission to NIST 2024 Speaker Recognition Evaluation (SRE24)
  Jesus Villalba, Prabhav Singh, J. Borgstrom et al.
  National Institute of Science and Technology, Speech Recognition Evaluation 2024
  Accepted and Presented

• Active Learning and Feature-Acquisition with LLMs and Humans
  Prabhav Singh, Haojun Shi, Jason Eisner
  Mid-Atlantic Student Colloquium on Speech, Language and Learning 2025
  Best Poster Award