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N. Dehak · SciRah

Researcher profile · Semantic Scholar

N. Dehak

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N. Dehak — researcher profile on SciRah

h-index: 49
Works: 289
Citations: 13K

Most-cited papers

Odyssey 2024 - Speech Emotion Recognition Challenge: Dataset, Baseline Framework, and Results
Lucas Goncalves, Ali N. Salman, Abinay Reddy Naini, Laureano Moro-Velázquez +5 more
2024The Speaker and Language Recognition Workshop78 citations
Semantic Scholar
Interpretable Speech Features vs. DNN Embeddings: What to Use in the Automatic Assessment of Parkinson's Disease in Multi-lingual Scenarios
A. Favaro, Yi-Ting Tsai, A. Butala, Thomas Thebaud +3 more
2023medRxiv57 citations Open access
Semantic Scholar
Vox-Profile: A Speech Foundation Model Benchmark for Characterizing Diverse Speaker and Speech Traits
Tian-Tian Feng, Jih-Wan Lee, An-Feng Xu, Yoonjeong Lee +8 more
2025arXiv.org51 citations
Semantic Scholar
Multilingual evaluation of interpretable biomarkers to represent language and speech patterns in Parkinson's disease
A. Favaro, L. Moro-Velázquez, A. Butala, C. Motley +4 more
2023Frontiers in Neurology45 citations Open access
Semantic Scholar
DuTa-VC: A Duration-aware Typical-to-atypical Voice Conversion Approach with Diffusion Probabilistic Model
Helin Wang, Thomas Thebaud, J. Villalba, Myra Sydnor +3 more
2023Interspeech32 citations Open access
Semantic Scholar
Unveiling early signs of Parkinson’s disease via a longitudinal analysis of celebrity speech recordings
A. Favaro, A. Butala, Thomas Thebaud, J. Villalba +2 more
2024npj Parkinson's Disease30 citations Open access
Semantic Scholar
CapSpeech: Enabling Downstream Applications in Style-Captioned Text-to-Speech
He-Lin Wang, Jiarui Hai, Dading Chong, Karan Thakkar +10 more
2025IEEE Transactions on Audio, Speech, and Language Processing28 citations
Semantic Scholar
The Interspeech 2025 Challenge on Speech Emotion Recognition in Naturalistic Conditions
Abinay Reddy Naini, Lucas Goncalves, Ali N. Salman, Pravin Mote +7 more
2025Interspeech28 citations
Semantic Scholar
Automating the analysis of eye movement for different neurodegenerative disorders
De-Ming Li, A. Butala, L. Moro-Velázquez, Trevor Meyer +4 more
2024Comput. Biol. Medicine27 citations Open access
Semantic Scholar
SoloAudio: Target Sound Extraction with Language-oriented Audio Diffusion Transformer
Helin Wang, Jiarui Hai, Yen-Ju Lu, Karan Thakkar +2 more
2024IEEE International Conference on Acoustics, Speech, and Signal Processing26 citations Open access
Semantic Scholar
DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction
Jiarui Hai, Helin Wang, Dongchao Yang, Karan Thakkar +2 more
2023IEEE International Conference on Acoustics, Speech, and Signal Processing26 citations Open access
Semantic Scholar
SSR-Speech: Towards Stable, Safe and Robust Zero-shot Text-based Speech Editing and Synthesis
Helin Wang, Meng Yu, Jiarui Hai, Chen Chen +4 more
2024IEEE International Conference on Acoustics, Speech, and Signal Processing25 citations Open access
Semantic Scholar
Artificial Intelligence and Technology Collaboratories: Innovating aging research and Alzheimer's care
P. Abadir, Esther S Oh, R. Chellappa, N. Choudhry +16 more
2024Alzheimer's & Dementia22 citations Open access
Semantic Scholar
A Multi-Modal Array of Interpretable Features to Evaluate Language and Speech Patterns in Different Neurological Disorders
A. Favaro, C. Motley, Tianyu Cao, M. Iglesias +6 more
2023Spoken Language Technology Workshop20 citations
Semantic Scholar
SoloSpeech: Enhancing Intelligibility and Quality in Target Speech Extraction Through a Cascaded Generative Pipeline
Helin Wang, Jiarui Hai, Dongchao Yang, Chen Chen +6 more
2025IEEE Transactions on Audio, Speech, and Language Processing19 citations
Semantic Scholar
The promise of AI and technology to improve quality of life and care for older adults
P. Abadir, Ramalingam Chellappa, N. Choudhry, G. Demiris +17 more
2023Nature Aging19 citations Open access
Semantic Scholar
WearGait-PD: An Open-Access Wearables Dataset for Gait in Parkinson's Disease and Age-Matched Controls
A. Anderson, D. Eguren, M. A. González, N. Khan +12 more
2024medRxiv16 citations Open access
Semantic Scholar
Noise-robust Speech Separation with Fast Generative Correction
He-Lin Wang, J. Villalba, L. Moro-Velázquez, Jiarui Hai +2 more
2024Interspeech14 citations Open access
Semantic Scholar
Unveiling Performance Bias in ASR Systems: A Study on Gender, Age, Accent, and More
Maliha Jahan, Priyam Mazumdar, Thomas Thebaud, Mark A. Hasegawa-Johnson +3 more
2025IEEE International Conference on Acoustics, Speech, and Signal Processing12 citations
Semantic Scholar
Discovering Invariant Patterns of Cognitive Decline Via an Automated Analysis of the Cookie Thief Picture Description Task
A. Favaro, N. Dehak, Thomas Thebaud, J. Villalba +2 more
2024The Speaker and Language Recognition Workshop12 citations
Semantic Scholar
Detecting Neurodegenerative Diseases using Frame-Level Handwriting Embeddings
S. Laouedj, Yu-Zhe Wang, J. Villalba, Thomas Thebaud +2 more
2025IEEE International Conference on Acoustics, Speech, and Signal Processing10 citations Open access
Semantic Scholar
Leveraging Universal Speech Representations for Detecting and Assessing the Severity of Mild Cognitive Impairment Across Languages
A. Favaro, Tianyu Cao, N. Dehak, L. Moro-Velázquez
2024Interspeech10 citations
Semantic Scholar
Demographic Attributes Prediction from Speech Using WavLM Embeddings
Yuchen Yang, Thomas Thebaud, N. Dehak
2025Annual Conference on Information Sciences and Systems9 citations Open access
Semantic Scholar
Latent Speech-Text Transformer
Yen-Ju Lu, Yashesh Gaur, Wei Zhou, Benjamin Muller +7 more
2025arXiv.org8 citations
Semantic Scholar
Finding Spoken Identifications: Using GPT-4 Annotation for an Efficient and Fast Dataset Creation Pipeline
Maliha Jahan, He-Lin Wang, Thomas Thebaud, Yinglun Sun +6 more
2024International Conference on Language Resources and Evaluation7 citations
Semantic Scholar
Segmental SpeechCLIP: Utilizing Pretrained Image-text Models for Audio-Visual Learning
Saurabhchand Bhati, J. Villalba, L. Moro-Velázquez, Thomas Thebaud +1 more
2023Interspeech7 citations
Semantic Scholar
Do Phonatory Features Display Robustness to Characterize Parkinsonian Speech Across Corpora?
A. Favaro, Tianyu Cao, Thomas Thebaud, J. Villalba +3 more
2023Interspeech7 citations
Semantic Scholar
Exploring the Complementary Nature of Speech and Eye Movements for Profiling Neurological Disorders
Yu-Zhe Wang, A. Favaro, Thomas Thebaud, J. Villalba +2 more
2024Interspeech6 citations
Semantic Scholar
SAM Audio Judge: A Unified Multimodal Framework for Perceptual Evaluation of Audio Separation
He-Lin Wang, Bowen Shi, Andros Tjandra, John Hoffman +5 more
2026arXiv.org5 citations
Semantic Scholar
Reconstruct! Don't Encode: Self-Supervised Representation Reconstruction Loss for High-Intelligibility and Low-Latency Streaming Neural Audio Codec
Junhyeok Lee, Xiluo He, Jih-Wan Lee, He-Lin Wang +5 more
2026arXiv.org5 citations
Semantic Scholar
Enhancing Dialogue Annotation with Speaker Characteristics Leveraging a Frozen LLM
Thomas Thebaud, Yen-Ju Lu, Matthew Wiesner, Peter Viechnicki +1 more
2025Automatic Speech Recognition & Understanding5 citations
Semantic Scholar
The SHADOW team submission to the ASVSpoof 2024 Challenge
J. Villalba, Tian-Tian Feng, Thomas Thebaud, Jih-Wan Lee +2 more
2024The Automatic Speaker Verification Spoofing Countermeasures Workshop (ASVspoof 2024)5 citations
Semantic Scholar
CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing
Yen-Ju Lu, Jing Liu, Thomas Thebaud, L. Moro-Velázquez +3 more
2024Neural Information Processing Systems5 citations
Semantic Scholar
Time Scale Network: An Efficient Shallow Neural Network For Time Series Data in Biomedical Applications
Trevor Meyer, Camden Shultz, N. Dehak, L. Moro-Velázquez +1 more
2023IEEE Journal on Selected Topics in Signal Processing5 citations Open access
Semantic Scholar
Advances in Language Recognition in Low Resource African Languages: The JHU-MIT Submission for NIST LRE22
J. Villalba, J. Borgstrom, Maliha Jahan, Saurabh Kataria +3 more
2023Interspeech5 citations
Semantic Scholar
Speaker Verification with Speech-Aware LLMs: Evaluation and Augmentation
Thomas Thebaud, Yu-Zhe Wang, L. Moro-Velázquez, Jesus Villalba-Lopez +1 more
2026arXiv.org4 citations
Semantic Scholar
FaiST: A Benchmark Dataset for Fairness in Speech Technology
Maliha Jahan, Yinglun Sun, Priyam Mazumdar, Zsuzsanna Fagyal +5 more
2025Interspeech4 citations
Semantic Scholar
Clean Label Attacks Against SLU Systems
Henry Li Xinyuan, Sonal Joshi, Thomas Thebaud, J. Villalba +2 more
2024Spoken Language Technology Workshop4 citations Open access
Semantic Scholar
Concurrent validity of instrumented insoles measuring gait and balance metrics in Parkinson’s disease
S. Watkinson, A. Anderson, M. Caiola, David Eguren +9 more
2024Annual International Conference of the IEEE Engineering in Medicine and Biology Society4 citations
Semantic Scholar
Binocular Discoordination Kinetic Features: A Novel Approach to Evaluate Neurodegenerative Diseases
Y. Wang, L. Moro-Velázquez, A. Favaro, D. Li +4 more
2023IEEE Signal Processing in Medicine and Biology Symposium4 citations
Semantic Scholar
Leveraging Pretrained Image-text Models for Improving Audio-Visual Learning
Saurabhchand Bhati, J. Villalba, L. Moro-Velázquez, Thomas Thebaud +1 more
2023arXiv.org4 citations Open access
Semantic Scholar
WearGait-PD: An Open-Access Wearables Dataset for Gait in Parkinson’s Disease and Age-Matched Controls
A. Anderson, David Eguren, Michael Gonzalez, M. Caiola +13 more
2026Scientific Data3 citations
Semantic Scholar
Where Do Backdoors Live? A Component-Level Analysis of Backdoor Propagation in Speech Language Models
Alexandrine Fortier, Thomas Thebaud, J. Villalba, N. Dehak +2 more
20253 citations
Semantic Scholar
Spoken DialogSum: An Emotion-Rich Conversational Dataset for Spoken Dialogue Summarization
Yen-Ju Lu, Kunxiao Gao, Ming-Rui Liang, He-Lin Wang +4 more
2025arXiv.org3 citations
Semantic Scholar
End-to-End Neural Speaker Diarization With Non-Autoregressive Attractors
Magdalena Rybicka, J. Villalba, Thomas Thebaud, N. Dehak +1 more
2024IEEE/ACM Transactions on Audio Speech and Language Processing3 citations Open access
Semantic Scholar
Deep Stroop: Integrating eye tracking and speech processing to characterize people with neurodegenerative disorders while performing neuropsychological tests
Trevor Meyer, A. Favaro, Esther S. Oh, A. Butala +4 more
2024Comput. Biol. Medicine3 citations
Semantic Scholar
Interpretable Features for the Assessment of Neurodegenerative Diseases Through Handwriting Analysis
Thomas Thebaud, A. Favaro, Casey Chen, Gabrielle Chavez +4 more
2024IEEE journal of biomedical and health informatics3 citations Open access
Semantic Scholar
Multimodal Emotion Recognition Harnessing the Complementarity of Speech, Language, and Vision
Thomas Thebaud, A. Favaro, Yao-Han Guan, Yu-Chen Yang +4 more
2024International Conference on Multimodal Interaction3 citations Open access
Semantic Scholar
Handwriting characteristics analysis for Alzheimer’s Disease and Mild Cognitive Impairments Assessment
Thomas Thebaud, Casey Chen, L. Moro-Velázquez, N. Dehak +1 more
2023Alzheimer's & Dementia3 citations Open access
Semantic Scholar
GENFIG1: Visual Summaries of Scholarly Work as a Challenge for Vision-Language Models
Yao-Han Guan, Pristina Wang, N. Dehak, A. Yuille +2 more
2026arXiv.org2 citations
Semantic Scholar

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