Najim Dehak - Publications, H-index & Citations

Najim Dehak

clsp johns hopkins university

41H指数

307论文数

1.0W被引数

收录论文 28

发表时间

Joint Diarization and Separation Using SepFormer With Non-Autoregressive Attractors 使用SepFormer和非自回归吸引子的联合对话者分离与语音分离

ieee signal processing magazine

IF3.9

2025-01-01

PREAI

Magdalena Rybicka; Konrad Kowalczyk; Thomas Thebaud; Najim Dehak; Jesús Villalba

Unveiling early signs of Parkinson's disease via a longitudinal analysis of celebrity speech recordings

NPJ PARKINSONS DISEASE

IF8.2

2024-10-27

OAAI

Favaro, Anna; Butala, Ankur; Thebaud, Thomas; Villalba, Jesus; Dehak, Najim; Moro-Velazquez, Laureano

Automating the analysis of eye movement for different neurodegenerative disorders

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2024-03-01

OAAI

Li, Deming; Butala, Ankur A.; Moro-Velazquez, Laureano; Meyer, Trevor; Oh, Esther S.; Motley, Chelsey; Villalba, Jesus; Dehak, Najim

Artificial Intelligence and Technology Collaboratories: Innovating aging research and Alzheimer's care

ALZHEIMERS & DEMENTIA

IF11.1

2024-02-07

OAAI

Abadir, Peter; Oh, Esther; Chellappa, Rama; Choudhry, Niteesh; Demiris, George; Ganesan, Deepak; Karlawish, Jason; Marlin, Benjamin; Li, Rose M.; Dehak, Najim; Arbaje, Alicia; Unberath, Mathias; Cudjoe, Thomas; Chute, Christopher; Moore, Jason H.; Phan, Phillip; Samus, Quincy; Schoenborn, Nancy L.; Battle, Alexis; Walston, Jeremy D.

Slowness Regularized Contrastive Predictive Coding for Acoustic Unit Discovery

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2024-01-01

PREAI

Bhati, Saurabhchand; Villalba, Jesus; Zelasko, Piotr; Moro-Velazquez, Laureano; Dehak, Najim

End-to-End Neural Speaker Diarization With Non-Autoregressive Attractors 具有非自回归吸引子的端到端神经扬声器Diarization

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2024-01-01

OAAI

Rybicka, Magdalena; Villalba, Jesus; Thebaud, Thomas; Dehak, Najim; Kowalczyk, Konrad

Time-Domain Speech Super-Resolution With GAN Based Modeling for Telephony Speaker Verification

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2024-01-01

OAAI

Kataria, Saurabh; Villalba, Jesus; Moro-Velazquez, Laureano; Zelasko, Piotr; Dehak, Najim

Interpretable speech features vs. DNN embeddings: What to use in the automatic assessment of Parkinson's disease in multi-lingual scenarios

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2023-11-01

OAAI

Favaro, Anna; Tsai, Yi-Ting; Butala, Ankur; Thebaud, Thomas; Villalba, Jesus; Dehak, Najim; Moro-Velazquez, Laureano

The promise of AI and technology to improve quality of life and care for older adults 人工智能和技术改善老年人生活质量和护理的承诺

NATURE AGING

IF19.4

2023-05-25

OAAI

Abadir, Peter; Chellappa, Rama; Choudhry, Niteesh; Demiris, George; Ganesan, Deepak M.; Karlawish, Jason H.; Marlin, Benjamin D.; Li, Rose M.; Dehak, Najim; Arbaje, Alicia; Unberath, Mathias I.; Cudjoe, Thomas K. M.; Saria, Suchi; Oh, Esther; Lundebjerg, Nancy; Chute, Christopher; Moore, Jason G.; Phan, Phillip; Samus, Quincy; Schoenborn, Nancy L.; Walston, Jeremy; AITCs

Non-Contrastive Self-Supervised Learning for Utterance-Level Information Extraction From Speech

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2022-10-01

OAAI

Cho, Jaejin; Villalba, Jesus; Moro-Velazquez, Laureano; Dehak, Najim

Discovering phonetic inventories with crosslingual automatic speech recognition

COMPUTER SPEECH AND LANGUAGE

IF3.4

2022-07-01

OAAI

Zelasko, Piotr; Feng, Siyuan; Velazquez, Laureano Moro; Abavisani, Ali; Bhati, Saurabhchand; Scharenborg, Odette; Hasegawa-Johnson, Mark; Dehak, Najim

Unsupervised Speech Segmentation and Variable Rate Representation Learning Using Segmental Contrastive Predictive Coding

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2022-01-01

OAAI

Bhati, Saurabhchand; Villalba, Jesus; Zelasko, Piotr; Moro-Velazquez, Laureano; Dehak, Najim

What Helps Transformers Recognize Conversational Structure? Importance of Context, Punctuation, and Labels in Dialog Act Recognition

TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS

IF6.9

2021-10-27

OAAI

Zelasko, Piotr; Pappagari, Raghavendra; Dehak, Najim

Advances in Parkinson's Disease detection and assessment using voice and speech: A review of the articulatory and phonatory aspects 使用声音和语音检测和评估帕金森氏病的进展: 发音和发声方面的综述

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2021-04-01

PREAI

Moro-Velazquez, Laureano; Gomez-Garcia, Jorge A.; Arias-Londono, Julian D.; Dehak, Najim; Godino-Llorente, Juan, I

Non-Autoregressive Transformer for Speech Recognition

ieee signal processing magazine

IF3.9

2021-01-01

OAAI

Chen, Nanxin; Watanabe, Shinji; Villalba, Jesus; Zelasko, Piotr; Dehak, Najim

Study of Pre-Processing Defenses Against Adversarial Attacks on State-of-the-Art Speaker Recognition Systems

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2021-01-01

OAAI

Joshi, Sonal; Villalba, Jesus; Zelasko, Piotr; Moro-Velazquez, Laureano; Dehak, Najim

State-of-the-art speaker recognition with neural network embeddings in NIST SRE18 and Speakers in the Wild evaluations

COMPUTER SPEECH AND LANGUAGE

IF3.4

2020-03-01

OAAI

Villalba, Jesus; Chen, Nanxin; Snyder, David; Garcia-Romero, Daniel; McCree, Alan; Sell, Gregory; Borgstrom, Jonas; Garcia-Perera, Leibny Paola; Richardson, Fred; Dehak, Reda; Torres-Carrasquillo, Pedro A.; Dehak, Najim

Introduction to the Issue on Automatic Assessment of Health Disorders Based on Voice, Speech, and Language Processing

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2020-02-01

OAAI

Godino-Llorente, Juan I.; O'Shaughnessy, Douglas; Lee, Tan; Dehak, Najim; Manfredi, Claudia

Unclonable photonic keys hardened against machine learning attacks

APL PHOTONICS

IF5.3

2020-01-28

OAAI

Bosworth, Bryan T.; Atakhodjaev, Iskandar A.; Kossey, Michael R.; Grubel, Brian C.; Vresilovic, Daniel S.; Stroud, Jasper R.; MacFarlane, Neil; Villalba, Jesus; Dehak, Najim; Cooper, A. Brinton; Foster, Mark A.; Foster, Amy C.

rVAD: An unsupervised segment-based robust voice activity detection method

COMPUTER SPEECH AND LANGUAGE

IF3.4

2020-01-01

OAAI

Tan, Zheng-Hua; Sarkar, Achintya Kr; Dehak, Najim

研究方向