Najim Dehak
Scholar

Najim Dehak

Google Scholar ID: G43gXjIAAAAJ
Associate Professor at ECE department, Johns Hopkins University.
Machine learningspeech processingspeaker recognitionlanguage recognitionemotion recognition
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Citations & Impact
All-time
Citations
8,949
 
H-index
45
 
i10-index
119
 
Publications
20
 
Co-authors
12
list available
Contact
No contact links provided.
Publications
15 items
ProPS: Prompted Profile Synthesis for Natural Language-Conditioned Speaker Embedding Distributions
2026
Cited
0
Clustering Unsupervised Representations as Defense against Poisoning Attacks on Speech Commands Classification System
2026
Cited
0
Beyond Transcripts: Iterative Peer-Editing with Audio Unlocks High-Quality Human Summaries of Conversational Speech
2026
Cited
0
GENFIG1: Visual Summaries of Scholarly Work as a Challenge for Vision-Language Models
2026
Cited
0
DiT-Flow: Speech Enhancement Robust to Multiple Distortions based on Flow Matching in Latent Space and Diffusion Transformers
2026
Cited
0
Speaker Verification with Speech-Aware LLMs: Evaluation and Augmentation
2026
Cited
0
Reconstruct! Don't Encode: Self-Supervised Representation Reconstruction Loss for High-Intelligibility and Low-Latency Streaming Neural Audio Codec
2026
Cited
0
SAM Audio Judge: A Unified Multimodal Framework for Perceptual Evaluation of Audio Separation
2026
Cited
0
Resume (English only)
Co-authors
12 total
Jesús Villalba
Jesús Villalba
Johns Hopkins University
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Piotr Żelasko
Piotr Żelasko
Principal Research Scientist @ Nvidia
Co-author 5
Co-author 5
Thomas Thebaud
Thomas Thebaud
Assistant Research Scientist, ECE Dept., Johns Hopkins University, Baltimore
James Glass
James Glass
MIT Computer Science and Artificial Intelligence Laboratory
Co-author 8
Co-author 8