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Najim Dehak

clsp johns hopkins university
H-index:41
Citation Count:1.0万
Views:0

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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
2025-01-010
PRE
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
2024-10-270
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
2024-03-016
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
2024-02-074
OA
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
2024-01-010
PRE
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
2024-01-010
OA
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
2024-01-011
OA
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
2023-11-019
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
2023-05-257
OA
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
2022-10-015
OA
Cho, Jaejin; Villalba, Jesus; Moro-Velazquez, Laureano; Dehak, Najim
Discovering phonetic inventories with crosslingual automatic speech recognition
COMPUTER SPEECH AND LANGUAGE
IF3.4
2022-07-018
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
2022-01-0110
OA
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
2021-10-275
OA
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
2021-04-0184
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
2021-01-0162
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
2021-01-0131
OA
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
2020-03-0180
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
2020-02-011
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
2020-01-2820
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
2020-01-0192
OAAI
Tan, Zheng-Hua; Sarkar, Achintya Kr; Dehak, Najim

Research Directions

The data has not been retrieved yet.
J
Jesús Villalba
H-index:29Papers:188Citations:2,665
L
Laureano Moro-Velázquez
H-index:22Papers:150Citations:1,521
P
Piotr Żelasko
H-index:11Papers:97Citations:669
J
Juan Ignacio Godino-Llorente
H-index:37Papers:191Citations:4,336
J
Jorge A. Gómez-García
H-index:15Papers:70Citations:962
T
Thomas Thebaud
H-index:6Papers:85Citations:185
E
Esther S. Oh
H-index:56Papers:307Citations:1.2万
A
Ankur Butala
H-index:15Papers:69Citations:577
S
Saurabhchand Bhati
H-index:7Papers:47Citations:144
N
Nanxin Chen
H-index:25Papers:59Citations:4,767