Najim Dehak

Associate Professor, Johns Hopkins University

Joined

July 2019

Names

Najim Dehak

Emails

****@jhu.edu (Confirmed)

Personal Links

Homepage

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ORCID

Career & Education History

Associate Professor

Johns Hopkins University (jhu.edu)

2021 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Latent Speech-Text Transformer
Yen-Ju Lu, Yashesh Gaur, Wei Zhou, Benjamin Muller, Jesus Villalba, Najim Dehak, Luke Zettlemoyer, Gargi Ghosh, Mike Lewis, Srini Iyer, Duc Le
- ICLR 2026 Oral
- Readers: Everyone
Backdoor Attacks Against Speech Language Models
Alexandrine Fortier, Thomas Thebaud, Jesus Villalba, Najim Dehak, Patrick Cardinal
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SPARQ: Outlier-free SpeechLM with Fast Adaptation and Robust Quantization
Shang Wu, Yen-Ju Lu, Haozheng Luo, Maojiang Su, Jerry Yao-Chieh Hu, Jiayi Wang, Jing Liu, Najim Dehak, Jesus Villalba, Han Liu
- Submitted to ICLR 2025
- Readers: Everyone
Fast Adaptation and Robust Quantization of Multi-Modal Foundation Models from Associative Memory: A Case Study in SpeechLM
Shang Wu, Yen-Ju Lu, Haozheng Luo, Jerry Yao-Chieh Hu, Jiayi Wang, Najim Dehak, Jesus Villalba, Han Liu
- ES-FoMo-II 2024 Poster
- Readers: Everyone
CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing
Yen-Ju Lu, Jing Liu, Thomas Thebaud, Laureano Moro-Velazquez, Ariya Rastrow, Najim Dehak, Jesus Villalba
- NeurIPS 2024 poster
- Readers: Everyone
Black-box Attacks on Spoofing Countermeasures Using Transferability of Adversarial Examples
Yuekai Zhang, Ziyan Jiang, Jesus Villalba, Najim Dehak
- 17 Dec 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Stabilized training of joint energy-based models and their practical applications
Martin Sustek, Samik Sadhu, Lukás Burget, Hynek Hermansky, Jesús Villalba, Laureano Moro-Velázquez, Najim Dehak
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Stabilized training of joint energy-based models and its practical applications
Martin Sustek, Samik Sadhu, Lukáš Burget, Hynek Hermansky, Laureano Moro-Velazquez, Jesus Villalba, Najim Dehak
- 22 Sept 2022 (modified: 16 May 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Non-Contrastive Self-Supervised Learning for Utterance-Level Information Extraction From Speech
Jaejin Cho, Jesús Villalba, Laureano Moro-Velázquez, Najim Dehak
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEE J. Sel. Top. Signal Process. 2022
- Readers: Everyone
Advances in Speaker Recognition for Multilingual Conversational Telephone Speech: The JHU-MIT System for NIST SRE20 CTS Challenge
Jesús Villalba, Bengt J. Borgstrom, Saurabh Kataria, Jaejin Cho, Pedro A. Torres-Carrasquillo, Najim Dehak
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Odyssey 2022
- Readers: Everyone

View all 201 publications

Co-Authors

View all 242 co-authors