Shrikanth Narayanan - Information Sciences Institute

Office

ISI 1031
Information Sciences Institute
4676 Admiralty Way
Marina del Rey, CA 90292

Contact

310-448-8324
shri at isi.edu

Links

Shrikanth Narayanan, PhD

Publications

2025

Formant Tracking by Combining Deep Neural Network and Linear Prediction

Sudarsana Reddy Kadiri, Kevin Huang, Christina Hagedorn, Dani Byrd, Paavo Alku, Shrikanth Narayanan

IEEE Open Journal of Signal Processing, 2025

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Enhancing Listened Speech Decoding from EEG via Parallel Phoneme Sequence Prediction

Jihwan Lee, Tiantian Feng, Aditya Kommineni, Sudarsana Reddy Kadiri, Shrikanth Narayanan

arXiv preprint arXiv:2501.04844, 2025

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Wavelet Scattering Network Features for Intensity Category Classification and Prediction of SPL from Speech

Manila Kodali, Sudarsana Reddy Kadiri, Shrikanth Narayanan, Paavo Alku

IEEE International Conference on Acoustics, Speech, and Signal Processing, 2025

The machine learning-based prediction of the sound pressure level from pathological and healthy speech signal

Manila Kodali, Sudarsana Kadiri, Shrikanth Narayanan, Paavo Alku

Journal of the Acoustical Society of America, 2025

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The association of multilingualism with diverse language families and cognition among adults with and without education in India

Sarah Petrosyan, Iris M Strangmann, Emma Nichols, Erik Meijer, Emily M Briceño, Shrikanth Narayanan, Jinkook Lee, Miguel Arce Rentería

Neuropsychology 39 (3), 223-234, 2025

Conversational Latency in Autistic Children With Heterogeneous Spoken Language Abilities

Lue Shen, Anfeng Xu, Lindsay K Butler, Karen Chenausky, Marc Maffei, Shrikanth Narayanan, Helen Tager-Flusberg

Journal of Speech, Language, and Hearing Research, 1-13, 2025

ModalityMirror: Enhancing Audio Classification in Modality Heterogeneity Federated Learning via Multimodal Distillation

Tiantian Feng, Tuo Zhang, Salman Avestimehr, Shrikanth Narayanan

Proceedings of the 35th Workshop on Network and Operating System Support for …, 2025

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Deep Learning Characterizes Depression and Suicidal Ideation from Eye Movements

Kleanthis Avramidis, Woojae Jeong, Aditya Kommineni, Sudarsana R Kadiri, Marcus Ma, Colin McDaniel, Myzelle Hughes, Thomas McGee, Elsi Kaiser, Dani Byrd, Assal Habibi, B Rael Cahn, Idan A Blank, Kristina Lerman, Takfarinas Medani, Richard M Leahy, Shrikanth Narayanan

arXiv preprint arXiv:2504.20944, 2025

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Who Said What WSW 2.0? Enhanced Automated Analysis of Preschool Classroom Speech

Anchen Sun, Tiantian Feng, Gabriela Gutierrez, Juan J Londono, Anfeng Xu, Batya Elbaum, Shrikanth Narayanan, Lynn K Perry, Daniel S Messinger

arXiv preprint arXiv:2505.09972, 2025

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The association between multilingualism and cognitive function among literate and illiterate older adults with low education in India

Iris M Strangmann, Emily Briceño, Sarah Petrosyan, Erik Meijer, Emma Nichols, Lindsay C Kobayashi, Shrikanth Narayanan, Jinkook Lee, Miguel Arce Rentería

Alzheimer's & Dementia: Behavior & Socioeconomics of Aging 1 (2), e70018, 2025

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Large Language Models based ASR Error Correction for Child Conversations

Anfeng Xu, Tiantian Feng, So Hyun Kim, Somer Bishop, Catherine Lord, Shrikanth Narayanan

arXiv preprint arXiv:2505.16212, 2025

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Articulatory Feature Prediction from Surface EMG during Speech Production

Jihwan Lee, Kevin Huang, Kleanthis Avramidis, Simon Pistrosch, Monica Gonzalez-Machorro, Yoonjeong Lee, Björn Schuller, Louis Goldstein, Shrikanth Narayanan

arXiv preprint arXiv:2505.13814, 2025

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Vox-Profile: A Speech Foundation Model Benchmark for Characterizing Diverse Speaker and Speech Traits

Tiantian Feng, Jihwan Lee, Anfeng Xu, Yoonjeong Lee, Thanathai Lertpetchpun, Xuan Shi, Helin Wang, Thomas Thebaud, Laureano Moro-Velazquez, Dani Byrd, Najim Dehak, Shrikanth Narayanan

arXiv preprint arXiv:2505.14648, 2025

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Developing a Top-tier Framework in Naturalistic Conditions Challenge for Categorized Emotion Prediction: From Speech Foundation Models and Learning Objective to Data …

Tiantian Feng, Thanathai Lertpetchpun, Dani Byrd, Shrikanth Narayanan

arXiv preprint arXiv:2505.22133, 2025

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Large Language Models Do Multi-Label Classification Differently

Marcus Ma, Georgios Chochlakis, Niyantha Maruthu Pandiyan, Jesse Thomason, Shrikanth Narayanan

arXiv preprint arXiv:2505.17510, 2025

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Humans Hallucinate Too: Language Models Identify and Correct Subjective Annotation Errors With Label-in-a-Haystack Prompts

Georgios Chochlakis, Peter Wu, Arjun Bedi, Marcus Ma, Kristina Lerman, Shrikanth Narayanan

arXiv preprint arXiv:2505.17222, 2025

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CapSpeech: Enabling Downstream Applications in Style-Captioned Text-to-Speech

Helin Wang, Jiarui Hai, Dading Chong, Karan Thakkar, Tiantian Feng, Dongchao Yang, Junhyeok Lee, Laureano Moro Velazquez, Jesus Villalba, Zengyi Qin, Shrikanth Narayanan, Mounya Elhiali, Najim Dehak

arXiv preprint arXiv:2506.02863, 2025

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MOOSE: Pay Attention to Temporal Dynamics for Video Understanding via Optical Flows

Hong Nguyen, Dung Tran, Hieu Hoang, Phong Nguyen, Shrikanth Narayanan

arXiv preprint arXiv:2506.01119, 2025

Towards disentangling the contributions of articulation and acoustics in multimodal phoneme recognition

Sean Foley, Hong Nguyen, Jihwan Lee, Sudarsana Reddy Kadiri, Dani Byrd, Louis Goldstein, Shrikanth Narayanan

arXiv preprint arXiv:2505.24059, 2025

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Developing a High-performance Framework for Speech Emotion Recognition in Naturalistic Conditions Challenge for Emotional Attribute Prediction

Thanathai Lertpetchpun, Tiantian Feng, Dani Byrd, Shrikanth Narayanan

arXiv preprint arXiv:2506.10930, 2025

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Joint ASR and Speaker Role Tagging with Serialized Output Training

Anfeng Xu, Tiantian Feng, Shrikanth Narayanan

arXiv preprint arXiv:2506.10349, 2025

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Rhythm Features for Speaker Identification

Nick Mehlman, Thomas Thebaud, Dani Byrd, Shri Narayanan

arXiv preprint arXiv:2506.06834, 2025

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Neural Responses to Affective Sentences Reveal Signatures of Depression

Aditya Kommineni, Woojae Jeong, Kleanthis Avramidis, Colin McDaniel, Myzelle Hughes, Thomas McGee, Elsi Kaiser, Kristina Lerman, Idan A Blank, Dani Byrd, Assal Habibi, B Rael Cahn, Sudarsana Kadiri, Takfarinas Medani, Richard M Leahy, Shrikanth Narayanan

arXiv preprint arXiv:2506.06244, 2025

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LSM-2: Learning from Incomplete Wearable Sensor Data

Maxwell A Xu, Girish Narayanswamy, Kumar Ayush, Dimitris Spathis, Shun Liao, Shyam A Tailor, Ahmed Metwally, A Ali Heydari, Yuwei Zhang, Jake Garrison, Samy Abdel-Ghaffar, Xuhai Xu, Ken Gu, Jacob Sunshine, Ming-Zher Poh, Yun Liu, Tim Althoff, Shrikanth Narayanan, Pushmeet Kohli, Mark Malhotra, Shwetak Patel, Yuzhe Yang, James M Rehg, Xin Liu, Daniel McDuff

arXiv preprint arXiv:2506.05321, 2025

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Adversarial Robustness of Self-Supervised Learning Features

Nick Mehlman, Shri Narayanan

IEEE Open Journal of Signal Processing, 2025

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Association of Machine Learning Rated Supportive Counseling Skills with Psychotherapy Outcome

Xinyao Zhang, Simon B Goldberg, Scott A Baldwin, Michael J Tanana, Lauren M Weitzman, Shrikanth S Narayanan, David C Atkins, Zac E Imel

Journal of Consulting and Clinical Psychology 93 (2), 2025

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Method for assessing visual saliency in children with cerebral/cortical visual impairment using generative artificial intelligence

Kate Matsunaga, Kleanthis Avramidis, Mark S Borchert, Shrikanth Narayanan, Melinda Y Chang

Frontiers in Human Neuroscience 18, 1506286, 2025

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How to Retrieve Examples in In-context Learning to Improve Conversational Emotion Recognition using Large Language Models?

Mengqi Wang, Tiantian Feng, Shrikanth Narayanan

arXiv preprint arXiv:2506.20199, 2025

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TILES-2018 Sleep Benchmark Dataset: A Longitudinal Wearable Sleep Data Set of Hospital Workers for Modeling and Understanding Sleep Behaviors

Tiantian Feng, Brandon M Booth, Karel Mundnich, Emily Zhou, Benjamin Girault, Kristina Lerman, Shrikanth Narayanan

arXiv preprint arXiv:2507.03520, 2025

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On the Relationship between Accent Strength and Articulatory Features

Kevin Huang, Sean Foley, Jihwan Lee, Yoonjeong Lee, Dani Byrd, Shrikanth Narayanan

arXiv preprint arXiv:2507.03149, 2025

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Dampening versus amplification: Intrapersonal and interpersonal vocal affect dynamics during psychotherapy for depression

Adar Paz, Eshkol Rafaeli, Eran Bar-Kalifa, Eva Gilboa-Schectman, Sharon Gannot, Shrikanth Narayanan, Dana Atzil-Slonim

Psychotherapy Research, 1-14, 2025

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring

Kleanthis Avramidis, Emily Zhou, Tiantian Feng, Hossein Hamidi Shishavan, Frederico Marcolino Quintao Severgnini, Danny J Lohan, Paul Schmalenberg, Ercan M Dede, Shrikanth Narayanan

arXiv preprint arXiv:2507.14146, 2025

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Decoding Neural Signatures of Semantic Evaluations in Depression and Suicidality

Woojae Jeong, Aditya Kommineni, Kleanthis Avramidis, Colin McDaniel, Donald Berry, Myzelle Hughes, Thomas McGee, Elsi Kaiser, Dani Byrd, Assal Habibi, B Rael Cahn, Idan A Blank, Kristina Lerman, Dimitrios Pantazis, Sudarsana R Kadiri, Takfarinas Medani, Shrikanth Narayanan, Richard M Leahy

arXiv preprint arXiv:2507.22313, 2025

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Voxlect: A Speech Foundation Model Benchmark for Modeling Dialects and Regional Languages Around the Globe

Tiantian Feng, Kevin Huang, Anfeng Xu, Xuan Shi, Thanathai Lertpetchpun, Jihwan Lee, Yoonjeong Lee, Dani Byrd, Shrikanth Narayanan

arXiv preprint arXiv:2508.01691, 2025

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Automatic classification of vocal intensity categories from amplitude-normalized speech signals by comparing acoustic features and classifier models

Manila Kodali, Luna Ansari, Sudarsana Kadiri, Shrikanth Narayanan, Paavo Alku

Speech Communication, 2025

Layer-Wise Analysis of Self-Supervised Representations for Age and Gender Classification in Children's Speech

Abhijit Sinha, Harishankar Kumar, Mohit Joshi, Hemant Kumar Kathania, Shrikanth Narayanan, Sudarsana Reddy Kadiri

arXiv preprint arXiv:2508.10332, 2025

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Effective Elicitation of Stuttering in Magnetic Resonance Imaging Data Collection Using a Suite of Connected Speech Tasks

Yijing Lu, Louis Goldstein, Dani Byrd, Shrikanth Narayanan

Journal of Speech, Language, and Hearing Research, 1-15, 2025

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Can Multimodal Foundation Models Help Analyze Child-Inclusive Autism Diagnostic Videos?

Aditya Kommineni, Digbalay Bose, Tiantian Feng, So Hyun Kim, Helen Tager-Flusberg, Somer Bishop, Catherine Lord, Sudarsana Kadiri, Shrikanth Narayanan

Proc. Interspeech 2025, 3050-3054, 2025

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75-Speaker Annot-16: A benchmark dataset for speech articulatory rt-MRI annotation with articulator contours and phonetic alignment

Xuan Shi, Yubin Zhang, Yijing Lu, Marcus Ma, Tiantian Feng, Asterios Toutios, Haley Hsu, Louis Goldstein, Shrikanth Narayanan

Proc. Interspeech 2025, 2175-2179, 2025

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Co-registration of real-time MRI and respiration for speech research

Yubin Zhang, Prakash Kumar, Ye Tian, Ziwei Zhao, Xuan Shi, Kevin Huang, Kevin Lee, Haley Hsu, Shrikanth Narayanan, Krishna Nayak, Louis Goldstein

Proc. Interspeech 2025, 983-987, 2025

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Examining Test-Time Adaptation for Personalized Child Speech Recognition

Zhonghao Shi, Xuan Shi, Anfeng Xu, Tiantian Feng, Harshvardhan Srivastava, Shrikanth Narayanan, Maja Mataric

Proc. Interspeech 2025, 2820-2824, 2025

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Can Layer-wise SSL Features Improve Zero-Shot ASR Performance for Children's Speech?

Abhijit Sinha, Hemant Kumar Kathania, Sudarsana Reddy Kadiri, Shrikanth Narayanan

IEEE Signal Processing Letters, 2025

Can speech foundation models effectively identify languages in low-resource multilingual aging populations?

Aditya Kommineni, Rajat Hebbar, Sarah Petrosyan, Pranali Khobragade, Sudarsana Kadiri, Miguel Arce Rentería, Jinkook Lee, Shrikanth Narayanan

JASA Express Letters 5 (9), 2025

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A long-form single-speaker real-time MRI speech dataset and benchmark

Sean Foley, Jihwan Lee, Kevin Huang, Xuan Shi, Yoonjeong Lee, Louis Goldstein, Shrikanth Narayanan

arXiv preprint arXiv:2509.14479, 2025

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286 Assessing visual saliency in children with cerebral/cortical visual impairment (CVI) using generative AI and eye tracking

Kate Matsunaga, Kleanthis Avramidis, Shrikanth Narayanan, Mark Borchert, Melinda Chang

Journal of American Association for Pediatric Ophthalmology and Strabismus …, 2025

VoxGuard: Evaluating User and Attribute Privacy in Speech via Membership Inference Attacks

Efthymios Tsaprazlis, Thanathai Lertpetchpun, Tiantian Feng, Sai Praneeth Karimireddy, Shrikanth Narayanan

arXiv preprint arXiv:2509.18413, 2025

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Interpretable Modeling of Articulatory Temporal Dynamics from real-time MRI for Phoneme Recognition

Jay Park, Hong Nguyen, Sean Foley, Jihwan Lee, Yoonjeong Lee, Dani Byrd, Shrikanth Narayanan

arXiv preprint arXiv:2509.15689, 2025

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PPX-Anon: Prosody, Pitch and X-Vectors for De-Anonymization; our submission to the Voice Attacker Challenge 2024

Thomas Thebaud, Nicholas Mehlman, Yaohan Guan, Laureano Moro-Velazquez, Jesus Villalba Lopez, Shrikanth Narayanan, Najim Dehak

Proc. SPSC 2025, 61-67, 2025

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A Point Process Model of Skin Conductance Responses in a Stroop Task for Predicting Depression and Suicidal Ideation

Kleanthis Avramidis, Myzelle Hughes, Idan A Blank, Dani Byrd, Assal Habibi, Takfarinas Medani, Richard M Leahy, Shrikanth Narayanan

arXiv preprint arXiv:2510.00422, 2025

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Assessing Visual Privacy Risks in Multimodal AI: A Novel Taxonomy-Grounded Evaluation of Vision-Language Models

Efthymios Tsaprazlis, Tiantian Feng, Anil Ramakrishna, Rahul Gupta, Shrikanth Narayanan

arXiv preprint arXiv:2509.23827, 2025

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Semantic F1 Scores: Fair Evaluation Under Fuzzy Class Boundaries

Georgios Chochlakis, Jackson Trager, Vedant Jhaveri, Nikhil Ravichandran, Alexandros Potamianos, Shrikanth Narayanan

arXiv preprint arXiv:2509.21633, 2025

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ARTI-6: Towards Six-dimensional Articulatory Speech Encoding

Jihwan Lee, Sean Foley, Thanathai Lertpetchpun, Kevin Huang, Yoonjeong Lee, Tiantian Feng, Louis Goldstein, Dani Byrd, Shrikanth Narayanan

arXiv preprint arXiv:2509.21447, 2025

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Multilingual profiles and their association with cognition and brain structure among older Indian adults

Miguel Arce Renteria, Iris Strangmann, Yingxu Liu, Pranali Khobragade, Sarah Petrosyan, Niranjan Khandelwal, Joyita Banerjee, Emma Nichols, Erik Meijer, Shrikanth Narayanan, Kirsten M Lynch, Leon M Aksman, Jinkook Lee

Alzheimer's Association International Conference, 2025

Evaluation of Speech Foundation Models for ASR on Child-Adult Conversations in Autism Diagnostic Sessions

Aditya Asvin, Rimita Lahiri, Aditya Kommineni, Somer Bishop, Catherine Lord, Sudarsana Kadiri, Shrikanth Narayanan

Proc. WOCCI 2025, 31-35, 2025

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PRECOG: Comprehensive Experimental Design and Stimuli Protocol for Investigating Depression and Suicidal Ideation

Myzelle Hughes, Colin McDaniel, Takfarinas Medani, Woojae Jeong, Idan Blank, Dani Byrd, Thomas McGee, Kleanthis Avramidis, Sudarsana Kadiri, Chinmay Chinara, Kristina Lerman, Elsi Kaiser, Richard Leahy, Shrikanth Narayanan, B Cahn

OSF, 2025

2024

Character attribute extraction from movie scripts using llms

Sabyasachee Baruah, Shrikanth Narayanan

ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024

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Audio-visual child-adult speaker classification in dyadic interactions

Anfeng Xu, Kevin Huang, Tiantian Feng, Helen Tager-Flusberg, Shrikanth Narayanan

ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024

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Does Video Summarization Require Videos? Quantifying the Effectiveness of Language in Video Summarization

Yoonsoo Nam, Adam Lehavi, Daniel Yang, Digbalay Bose, Swabha Swayamdipta, Shrikanth Narayanan

ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024

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Foundation model assisted automatic speech emotion recognition: Transcribing, annotating, and augmenting

Tiantian Feng, Shrikanth Narayanan

ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024

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Emotion-aligned contrastive learning between images and music

Shanti Stewart, Kleanthis Avramidis, Tiantian Feng, Shrikanth Narayanan

ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024

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Trust-ser: On the trustworthiness of fine-tuning pre-trained speech embeddings for speech emotion recognition

Tiantian Feng, Rajat Hebbar, Shrikanth Narayanan

ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024

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The strong pull of prior knowledge in large language models and its impact on emotion recognition

Georgios Chochlakis, Alexandros Potamianos, Kristina Lerman, Shrikanth Narayanan

arXiv preprint arXiv:2403.17125, 2024

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The NeurIPS 2023 Machine Learning for Audio Workshop: Affective Audio Benchmarks and Novel Data

Alice Baird, Rachel Manzelli, Panagiotis Tzirakis, Chris Gagne, Haoqi Li, Sadie Allen, Sander Dieleman, Brian Kulis, Shrikanth S Narayanan, Alan Cowen

arXiv preprint arXiv:2403.14048, 2024

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Knowledge-guided eeg representation learning

Aditya Kommineni, Kleanthis Avramidis, Richard Leahy, Shrikanth Narayanan

arXiv preprint arXiv:2403.03222, 2024

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Evaluating atypical gaze patterns through vision models: the case of cortical visual impairment

Kleanthis Avramidis, Melinda Y Chang, Rahul Sharma, Mark S Borchert, Shrikanth Narayanan

arXiv preprint arXiv:2402.09655, 2024

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Understanding Stress, Burnout, and Behavioral Patterns in Medical Residents Using Large-scale Longitudinal Wearable Recordings

Tiantian Feng, Shrikanth Narayanan

arXiv preprint arXiv:2402.09028, 2024

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Abstract TP14: SocialBit: A Novel Smartwatch Sensor to Detect Social Interaction Frequency in Stroke Survivors

Oluwamayomikun Adeboye, Grace Cooke, Kelly White, Samuel Tate, Ross Zafonte, Shrikanth Narayanan, Matthias Mehl, Min Shin, Amar Dhand

Stroke 55 (Suppl_1), ATP14-ATP14, 2024

A multi-perspective machine learning approach to evaluate police-driver interaction in Los Angeles

Benjamin AT Grahama, Lauren Brown, Georgios Chochlakis, Morteza Dehghani, Raquel Delerme, Brittany Friedman, Ellie Graeden, Preni Golazizian, Rajat Hebbar, Parsa Hejabi, Aditya Kommineni, Mayagüez Salinas, Michael Sierra-Arévalo, Jackson Trager, Nicholas Weller, Shrikanth Narayanan

arXiv preprint arXiv:2402.01703, 2024

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Deep hierarchical fusion for machine intelligence applications

E Georgiou, G Paraskevopoulos, J Gibson, A Potamianos, S Narayanan

US Patent 11,862,145, 2024

Phonetica: Vertical larynx actions and intergestural timing stability in Hausa ejectives and implosives

Miran Oh, Dani Byrd, Louis Goldstein, Shrikanth S Narayanan

De Gruyter Mouton, 2024

The SHADOW Team Submission to the ASVSpoof 2024 Challenge

Jesús Villalba, Tiantian Feng, Thomas Thebaud, Jihwan Lee, Shrikanth Narayanan, Najim Dehak

Proc. ASVspoof 2024, 36-42, 2024

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State-of-the-art speech production MRI protocol for new 0.55 Tesla scanners

Prakash Kumar, Ye Tian, Yongwan Lim, Sophia X Cui, Christina Hagedorn, Dani Byrd, Uttam K Sinha, Shrikanth Narayanan, Krishna S Nayak

Proc. Interspeech 2024, 2590-2594, 2024

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Analysis of articulatory setting for L1 and L2 English speakers using MRI data

Kevin Huang, Jack Goldberg, Louis Goldstein, Shrikanth Narayanan

Korea 7, 789, 2024

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Multimodal analysis of temporal affective variability within treatment for depression.

Adar Paz, Eshkol Rafaeli, Eran Bar-Kalifa, Eva Gilboa-Schechtman, Sharon Gannot, Shrikanth S Narayanan, Dana Atzil-Slonim

2024

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ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference Optimization

Hong Nguyen, Hoang Nguyen, Melinda Chang, Hieu Pham, Shrikanth Narayanan, Michael Pazzani

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024

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Association of Majority versus Minority First Language Multilingualism and Socioeconomic Status on Cognition among Older Indian Adults

Iris M Strangmann, Justina F Avila, Sarah Petrosyan, Erik Meijer, Emma Nichols, Shrikanth Narayanan, Leon M Aksman, Jinkook Lee, Miguel Arce Rentería

Alzheimer's & Dementia 20, e090676, 2024

People make mistakes: Obtaining accurate ground truth from continuous annotations of subjective constructs

Brandon M Booth, Shrikanth S Narayanan

Behavior Research Methods 56 (8), 8784-8800, 2024

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Can Generic LLMs Help Analyze Child-Adult Interactions Involving Children with Autism in Clinical Observation?

Tiantian Feng, Anfeng Xu, Rimita Lahiri, Helen Tager-Flusberg, So Hyun Kim, Somer Bishop, Catherine Lord, Shrikanth Narayanan

arXiv preprint arXiv:2411.10761, 2024

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CHATTER: A Character Attribution Dataset for Narrative Understanding

Sabyasachee Baruah, Shrikanth Narayanan

arXiv preprint arXiv:2411.05227, 2024

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Can text-to-image model assist multi-modal learning for visual recognition with visual modality missing?

Tiantian Feng, Daniel Yang, Digbalay Bose, Shrikanth Narayanan

Proceedings of the 26th International Conference on Multimodal Interaction …, 2024

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Direct articulatory observation reveals phoneme recognition performance characteristics of a self-supervised speech model

Xuan Shi, Tiantian Feng, Kevin Huang, Sudarsana Reddy Kadiri, Jihwan Lee, Yijing Lu, Yubin Zhang, Louis Goldstein, Shrikanth Narayanan

JASA Express Letters 4 (11), 2024

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Can a Machine Distinguish High and Low Amount of Social Creak in Speech?

Anne-Maria Laukkanen, Sudarsana Reddy Kadiri, Shrikanth Narayanan, Paavo Alku

Journal of Voice, 2024

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Scaling wearable foundation models

Girish Narayanswamy, Xin Liu, Kumar Ayush, Yuzhe Yang, Xuhai Xu, Shun Liao, Jake Garrison, Shyam Tailor, Jake Sunshine, Yun Liu, Tim Althoff, Shrikanth Narayanan, Pushmeet Kohli, Jiening Zhan, Mark Malhotra, Shwetak Patel, Samy Abdel-Ghaffar, Daniel McDuff

arXiv preprint arXiv:2410.13638, 2024

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Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors

Georgios Chochlakis, Alexandros Potamianos, Kristina Lerman, Shrikanth Narayanan

arXiv preprint arXiv:2410.13776, 2024

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Towards large-scale cross-speaker articulatory modeling of vowels

Sean Foley, Shrikanth Narayanan

The Journal of the Acoustical Society of America 156 (4_Supplement), A49-A49, 2024

Evaluation of state-of-the-art ASR Models in Child-Adult Interactions

Aditya Ashvin, Rimita Lahiri, Aditya Kommineni, Somer Bishop, Catherine Lord, Sudarsana Reddy Kadiri, Shrikanth Narayanan

arXiv preprint arXiv:2409.16135, 2024

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Speech2rtMRI: Speech-Guided Diffusion Model for Real-time MRI Video of the Vocal Tract during Speech

Hong Nguyen, Sean Foley, Kevin Huang, Xuan Shi, Tiantian Feng, Shrikanth Narayanan

arXiv preprint arXiv:2409.15525, 2024

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Towards child-inclusive clinical video understanding for autism spectrum disorder

Aditya Kommineni, Digbalay Bose, Tiantian Feng, So Hyun Kim, Helen Tager-Flusberg, Somer Bishop, Catherine Lord, Sudarsana Kadiri, Shrikanth Narayanan

arXiv preprint arXiv:2409.13606, 2024

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Personalized Speech Recognition for Children with Test-Time Adaptation

Zhonghao Shi, Harshvardhan Srivastava, Xuan Shi, Shrikanth Narayanan, Maja J Matarić

arXiv preprint arXiv:2409.13095, 2024

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Egocentric Speaker Classification in Child-Adult Dyadic Interactions: From Sensing to Computational Modeling

Tiantian Feng, Anfeng Xu, Xuan Shi, Somer Bishop, Shrikanth Narayanan

arXiv preprint arXiv:2409.09340, 2024

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Data efficient child-adult speaker diarization with simulated conversations

Anfeng Xu, Tiantian Feng, Helen Tager-Flusberg, Catherine Lord, Shrikanth Narayanan

arXiv preprint arXiv:2409.08881, 2024

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Larger language models don’t care how you think: Why chain-of-thought prompting fails in subjective tasks

Georgios Chochlakis, Niyantha Maruthu Pandiyan, Kristina Lerman, Shrikanth Narayanan

arXiv preprint arXiv:2409.06173, 2024

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ModalityMirror: Improving Audio Classification in Modality Heterogeneity Federated Learning with Multimodal Distillation

Tiantian Feng, Tuo Zhang, Salman Avestimehr, Shrikanth S Narayanan

arXiv preprint arXiv:2408.15803, 2024

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CVAT-BWV: A Web-Based Video Annotation Platform for Police Body-Worn Video

Parsa Hejabi, Akshay Kiran Padte, Preni Golazizian, Rajat Hebbar, Jackson Trager, Georgios Chochlakis, Aditya Kommineni, Ellie Graeden, Shrikanth Narayanan, Benjamin AT Graham, Morteza Dehghani

Proceedings of the Thirty-Third International Joint Conference on Artificial …, 2024

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Early detection of coffee leaf rust through convolutional neural networks trained on low-resolution images

Angelly Cabrera, Kleanthis Avramidis, Shrikanth Narayanan

arXiv preprint arXiv:2407.14737, 2024

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Artificial intelligence to differentiate pediatric pseudopapilledema and true papilledema on fundus photographs

Melinda Y Chang, Gena Heidary, Shannon Beres, Stacy L Pineles, Eric D Gaier, Ryan Gise, Mark Reid, Kleanthis Avramidis, Mohammad Rostami, Shrikanth Narayanan, Pediatric Optic Nerve Investigator Group

Ophthalmology Science 4 (4), 100496, 2024

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Scaling representation learning from ubiquitous ecg with state-space models

Kleanthis Avramidis, Dominika Kunc, Bartosz Perz, Kranti Adsul, Tiantian Feng, Przemysław Kazienko, Stanisław Saganowski, Shrikanth Narayanan

IEEE Journal of Biomedical and Health Informatics, 2024

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Saliency analysis of eye tracking in children with cortical/cerebral visual impairment (CVI) enabled by machine learning

Melinda Chang, Kleanthis Avramidis, Rahul Sharma, Mark Borchert, Shrikanth Narayanan

Investigative Ophthalmology & Visual Science 65 (7), 1501-1501, 2024

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Creating a Lens of Chinese Culture: A Multimodal Dataset for Chinese Pun Rebus Art Understanding

Tuo Zhang, Tiantian Feng, Yibin Ni, Mengqin Cao, Ruying Liu, Katharine Butler, Yanjun Weng, Mi Zhang, Shrikanth S Narayanan, Salman Avestimehr

arXiv preprint arXiv:2406.10318, 2024

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Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling?

Tiantian Feng, Dimitrios Dimitriadis, Shrikanth Narayanan

arXiv preprint arXiv:2406.08800, 2024

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Exploring speech foundation models for speaker diarization in child-adult dyadic interactions

Anfeng Xu, Kevin Huang, Tiantian Feng, Lue Shen, Helen Tager-Flusberg, Shrikanth Narayanan

arXiv preprint arXiv:2406.07890, 2024

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Toward fully-end-to-end listened speech decoding from EEG signals

Jihwan Lee, Aditya Kommineni, Tiantian Feng, Kleanthis Avramidis, Xuan Shi, Sudarsana Kadiri, Shrikanth Narayanan

arXiv preprint arXiv:2406.08644, 2024

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Socio-linguistic characteristics of coordinated inauthentic accounts

Keith Burghardt, Ashwin Rao, Georgios Chochlakis, Baruah Sabyasachee, Siyi Guo, Zihao He, Andrew Rojecki, Shrikanth Narayanan, Kristina Lerman

Proceedings of the International AAAI Conference on Web and Social Media 18 …, 2024

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Machine-learning-based prediction of client distress from session recordings

Patty B Kuo, Michael J Tanana, Simon B Goldberg, Derek D Caperton, Shrikanth Narayanan, David C Atkins, Zac E Imel

Clinical Psychological Science 12 (3), 435-446, 2024

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TI-ASU: Toward Robust Automatic Speech Understanding through Text-to-speech Imputation Against Missing Speech Modality

Tiantian Feng, Xuan Shi, Rahul Gupta, Shrikanth S Narayanan

arXiv preprint arXiv:2404.17983, 2024

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Unique affective profile of music-evoked nostalgia: An extension and conceptual replication of Barrett et al.’s (2010) study.

Sarah Hennessy, Timothy Greer, Shrikanth Narayanan, Assal Habibi

Emotion, 2024

Systematic Study of Dysarthric Speech Recognition: Spectral Features and Acoustic Models

Paban Sapkota, Hemant Kumar Kathania, Mikko Kurimo, Sudarsana Reddy Kadiri, Shrikanth Narayanan

2024 58th Asilomar Conference on Signals, Systems, and Computers, 303-307, 2024

Improving end-to-end speech recognition for dysarthric speech through in-domain data augmentation

Paban Sapkota, Hemant Kumar Kathania, Sudarsana Reddy Kadiri, Shrikanth Narayanan

2024 58th Asilomar Conference on Signals, Systems, and Computers, 345-349, 2024

Biased Bots: An Empirical Demonstration of How AI Bias Could Compromise Mental Healthcare

Adela Timmons, Kexin Feng, Kayla Carta, Sierra Walters, Grace Jumonville, Alyssa Carrasco, Gabrielle Freitag, Daniela Romero, Gayla Margolin, Shrikanth Narayanan, Jonathan Comer, Matthew Ahle

OSF, 2024

Emotion-aware speech popularity prediction: a use-case on TED talks

Dimitrios Sgouropoulos, Petros Mitseas, Sofia Eleftheriou, Theodoros Giannakopoulos, Antonia Petrogianni, Lefteris Kapelonis, Nikolaos Antoniou, Athanasios Katsamanis, Shrikanth Narayanan

2024 12th International Conference on Affective Computing and Intelligent …, 2024

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ROBUSER: A robustness benchmark for Speech Emotion Recognition

Antonia Petrogianni, Lefteris Kapelonis, Nikolaos Antoniou, Sofia Eleftheriou, Petros Mitseas, Dimitris Sgouropoulos, Athanasios Katsamanis, Theodoros Giannakopoulos, Shrikanth Narayanan

2024 12th International Conference on Affective Computing and Intelligent …, 2024

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Developing Personalized Algorithms for Sensing Mental Health Symptoms in Daily Life

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OSF, 2024

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2023

Explainable Severity ranking via pairwise n-hidden comparison: a case study of glaucoma

Hong Nguyen, Cuong V Nguyen, Shrikanth Narayanan, Benjamin Y Xu, Michael Pazzani

arXiv preprint arXiv:2312.02541, 2023

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Domain adaptation for sentiment analysis using robust internal representations

Mohammad Rostami, Digbalay Bose, Shrikanth Narayanan, Aram Galstyan

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Clinical note section classification on doctor-patient conversations in low-resourced settings

Zhuohao Chen, Jangwon Kim, Yang Liu, Shrikanth Narayanan

Proceedings of the Third Workshop on NLP for Medical Conversations, 1-12, 2023

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SEAR: Semantically-grounded Audio Representations

Rajat Hebbar, Digbalay Bose, Shrikanth Narayanan

Proceedings of the 31st ACM International Conference on Multimedia, 2785-2794, 2023

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MM-AU: Towards multimodal understanding of advertisement videos

Digbalay Bose, Rajat Hebbar, Tiantian Feng, Krishna Somandepalli, Anfeng Xu, Shrikanth Narayanan

Proceedings of the 31st ACM International Conference on Multimedia, 86-95, 2023

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Behavioral Audio Signal Processing in Mobile Sensing Research

Rajat Hebbar, Arindam Jati, Tiantian Feng, Ramon Reyes, Alexander F Danvers, Matthias R Mehl, Shrikanth S Narayanan

Mobile Sensing in Psychology: Methods and Applications, 258, 2023

Linguistic analysis of differences in portrayal of movie characters

S Narayanan, VM Palacios, A Ramakrishna, K Somandepalli, ...

US Patent 11,775,765, 2023

Intra-Operative Radiotherapy (IORT) in Breast Conserving Therapy in Early-Stage Breast Cancer and DCIS

A Suen, HT Pham, K Suen, S Narayanan, G Song, AB Post, P Mitsuyama, D Wechter, Q Le, J Grumley, N Robinson, M O'Malley, J Lavigne, L Stevens, V Youn, MS Yao

International Journal of Radiation Oncology, Biology, Physics 117 (2), e209, 2023

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Data Driven Approach to Exactrac Setup Parameters after CBCT for Cranial Radiotherapy

S Narayanan, J Manino, A Suen, HT Pham

International Journal of Radiation Oncology, Biology, Physics 117 (2), e700-e701, 2023

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Fedaiot: A federated learning benchmark for artificial intelligence of things

Samiul Alam, Tuo Zhang, Tiantian Feng, Hui Shen, Zhichao Cao, Dong Zhao, JeongGil Ko, Kiran Somasundaram, Shrikanth S Narayanan, Salman Avestimehr, Mi Zhang

arXiv preprint arXiv:2310.00109, 2023

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Context unlocks emotions: Text-based emotion classification dataset auditing with large language models

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2023 11th International Conference on Affective Computing and Intelligent …, 2023

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Peft-ser: On the use of parameter efficient transfer learning approaches for speech emotion recognition using pre-trained speech models

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Fedmultimodal: A benchmark for multimodal federated learning

Tiantian Feng, Digbalay Bose, Tuo Zhang, Rajat Hebbar, Anil Ramakrishna, Rahul Gupta, Mi Zhang, Salman Avestimehr, Shrikanth Narayanan

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023

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SocialBit: protocol for a prospective observational study to validate a wearable social sensor for stroke survivors with diverse neurological abilities

Kelly White, Samuel Tate, Ross Zafonte, Shrikanth Narayanan, Matthias R Mehl, Min Shin, Amar Dhand

BMJ open 13 (8), e076297, 2023

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Robust self supervised speech embeddings for child-adult classification in interactions involving children with autism

Rimita Lahiri, Tiantian Feng, Rajat Hebbar, Catherine Lord, So Hyun Kim, Shrikanth Narayanan

arXiv preprint arXiv:2307.16398, 2023

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Multimodal neuroimaging data from a 5-week heart rate variability biofeedback randomized clinical trial

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Scientific Data 10 (1), 503, 2023

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Wearable and mobile technologies for the evaluation and treatment of obsessive-compulsive disorder: scoping review

Adam C Frank, Ruibei Li, Bradley S Peterson, Shrikanth S Narayanan

JMIR Mental Health 10, e45572, 2023

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Learning Behavioral Representations of Routines From Large-scale Unlabeled Wearable Time-series Data Streams using Hawkes Point Process

Tiantian Feng, Brandon M Booth, Shrikanth Narayanan

arXiv preprint arXiv:2307.04445, 2023

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A machine-learning algorithm for the automated perceptual evaluation of dysphonia severity

Benjamin van der Woerd, Zhuohao Chen, Nikolaos Flemotomos, Maria Oljaca, Lauren Timmons Sund, Shrikanth Narayanan, Michael M Johns

Journal of Voice, 2023

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Creating musical features using multi-faceted, multi-task encoders based on transformers

Timothy Greer, Xuan Shi, Benjamin Ma, Shrikanth Narayanan

Scientific Reports 13 (1), 10713, 2023

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A machine learning approach to improve implementation monitoring of family-based preventive interventions in primary care

Cady Berkel, Dillon C Knox, Nikolaos Flemotomos, Victor R Martinez, David C Atkins, Shrikanth S Narayanan, Lizeth Alonso Rodriguez, Carlos G Gallo, Justin D Smith

Implementation Research and Practice 4, 26334895231187906, 2023

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Character coreference resolution in movie screenplays

Sabyasachee Baruah, Shrikanth Narayanan

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Tensor embedding: A supervised framework for human behavioral data mining and prediction

Homa Hosseinmardi, Amir Ghasemian, Kristina Lerman, Shrikanth Narayanan, Emilio Ferrara

2023 IEEE 11th International Conference on Healthcare Informatics (ICHI), 91-100, 2023

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An engineering view on emotions and speech: From analysis and predictive models to responsible human-centered applications

Chi-Chun Lee, Theodora Chaspari, Emily Mower Provost, Shrikanth S Narayanan

Proceedings of the IEEE 111 (10), 1142-1158, 2023

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Unlocking Foundation Models for Privacy-Enhancing Speech Understanding: An Early Study on Low Resource Speech Training Leveraging Label-guided Synthetic Speech Content

Tiantian Feng, Digbalay Bose, Xuan Shi, Shrikanth Narayanan

arXiv preprint arXiv:2306.07791, 2023

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Modeling inter-individual differences in ambulatory-based multimodal signals via metric learning: a case study of personalized well-being estimation of healthcare workers

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Frontiers in Digital Health 5, 1195795, 2023

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Multimodal Estimation Of Change Points Of Physiological Arousal During Driving

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2023 IEEE International Conference on Acoustics, Speech, and Signal …, 2023

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Signal processing grand challenge 2023–e-prevention: Sleep behavior as an indicator of relapses in psychotic patients

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Toward Privacy-Enhancing Ambulatory-Based Well-Being Monitoring: Investigating User Re-Identification Risk in Multimodal Data

Ravi Pranjal, Ranjana Seshadri, Rakesh Kumar Sanath Kumar Kadaba, Tiantian Feng, Shrikanth S Narayanan, Theodora Chaspari

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Designing and evaluating speech emotion recognition systems: A reality check case study with iemocap

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Contextually-rich human affect perception using multimodal scene information

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A dataset for audio-visual sound event detection in movies

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Can Knowledge of End-to-End Text-to-Speech Models Improve Neural Midi-to-Audio Synthesis Systems?

Xuan Shi, Erica Cooper, Xin Wang, Junichi Yamagishi, Shrikanth Narayanan

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A context-aware computational approach for measuring vocal entrainment in dyadic conversations

Rimita Lahiri, Md Nasir, Catherine Lord, So Hyun Kim, Shrikanth Narayanan

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Using emotion embeddings to transfer knowledge between emotions, languages, and annotation formats

Georgios Chochlakis, Gireesh Mahajan, Sabyasachee Baruah, Keith Burghardt, Kristina Lerman, Shrikanth Narayanan

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Leveraging label correlations in a multi-label setting: A case study in emotion

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Fedaudio: A federated learning benchmark for audio tasks

Tuo Zhang, Tiantian Feng, Samiul Alam, Sunwoo Lee, Mi Zhang, Shrikanth S Narayanan, Salman Avestimehr

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Gpt-fl: Generative pre-trained model-assisted federated learning

Tuo Zhang, Tiantian Feng, Samiul Alam, Dimitrios Dimitriadis, Sunwoo Lee, Mi Zhang, Shrikanth S Narayanan, Salman Avestimehr

arXiv preprint arXiv:2306.02210, 2023

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You never know what you are going to get: Large-scale assessment of therapists’ supportive counseling skill use.

Xinyao Zhang, Michael Tanana, Lauren Weitzman, Shrikanth Narayanan, David Atkins, Zac Imel

Psychotherapy 60 (2), 149, 2023

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The silent treatment? Changes in patient emotional expression after silence

Christina S Soma, Bruce E Wampold, Nikolaos Flemotomos, Raghuveer Peri, Shrikanth Narayanan, David C Atkins, Zac E Imel

Counselling and psychotherapy research 23 (2), 378-388, 2023

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Understanding spoken language development of children with asd using pre-trained speech embeddings

Anfeng Xu, Rajat Hebbar, Rimita Lahiri, Tiantian Feng, Lindsay Butler, Lue Shen, Helen Tager-Flusberg, Shrikanth Narayanan

arXiv preprint arXiv:2305.14117, 2023

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Audio-visual activity guided cross-modal identity association for active speaker detection

Rahul Sharma, Shrikanth Narayanan

IEEE Open Journal of Signal Processing 4, 225-232, 2023

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Raghuveer Peri, Krishna Somandepalli, Shrikanth Narayanan

Computer Speech & Language 79, 101481, 2023

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Multimodal Machine Intelligence for Mental Health

Shrikanth Narayanan

2023 Annual Meeting, 2023

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Nicholas Mehlman, Anirudh Sreeram, Raghuveer Peri, Shrikanth Narayanan

JASA Express Letters 3 (3), 2023

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It’s not what you said, it’s how you said it: An analysis of therapist vocal features during psychotherapy

Christina S Soma, Dillon Knox, Timothy Greer, Keith Gunnerson, Alexander Young, Shrikanth Narayanan

Counselling and psychotherapy research 23 (1), 258-269, 2023

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Mohamad Awada, Burcin Becerik-Gerber, Ruying Liu, Mirmahdi Seyedrezaei, Zheng Lu, Matheos Xenakis, Gale Lucas, Shawn C Roll, Shrikanth Narayanan

Building and Environment 229, 109964, 2023

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Increasing coordination and responsivity of emotion-related brain regions with a heart rate variability biofeedback randomized trial

Kaoru Nashiro, Jungwon Min, Hyun Joo Yoo, Christine Cho, Shelby L Bachman, Shubir Dutt, Julian F Thayer, Paul M Lehrer, Tiantian Feng, Noah Mercer, Padideh Nasseri, Diana Wang, Catie Chang, Vasilis Z Marmarelis, Shri Narayanan, Daniel A Nation, Mara Mather

Cognitive, Affective, & Behavioral Neuroscience 23 (1), 66-83, 2023

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Relationship satisfaction, feelings of closeness and annoyance, and linkage in electrodermal activity.

Adela C Timmons, Sohyun C Han, Theodora Chaspari, Yehsong Kim, Shrikanth Narayanan, Jacqueline B Duong, Natalia Simo Fiallo, Gayla Margolin

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Detecting Poisoning Attacks against Speech Datasets using Variational Autoencoders

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Interspeech 2023, 2583-2587, 2023

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Tiantian Feng, Rajat Hebbar, Nicholas Mehlman, Xuan Shi, Aditya Kommineni, Shrikanth Narayanan

APSIPA Transactions on Signal and Information Processing 12 (3), 2023

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Emotion 13 (1), 2023

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Movieclip: Visual scene recognition in movies

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2022

Boys don’t cry (or kiss or dance): A computational linguistic lens into gendered actions in film

Victor R Martinez, Krishna Somandepalli, Shrikanth Narayanan

Plos one 17 (12), e0278604, 2022

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Tiantian Feng, Shrikanth Narayanan

arXiv preprint arXiv:2212.09090, 2022

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Rahul Sharma, Krishna Somandepalli, Shrikanth Narayanan

IEEE Transactions on Multimedia 25, 7825-7836, 2022

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Effects of multilingualism on cognition among older Indian adults in the nationally representative LASI‐DAD study

Sarah Petrosyan, Miguel Arce Renteria, Jennifer J Manly, Shrikanth Narayanan, Jinkook Lee

Alzheimer's & Dementia 18, e065968, 2022

Automatic analysis of asymmetry in facial paralysis patients using landmark-based measures

Digbalay Bose, Krishna Somandepalli, Tymon Tai, Courtney Voelker, Shrikanth Narayanan, Amit Kochhar

Facial Plastic Surgery & Aesthetic Medicine 24 (6), 491-493, 2022

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Phone duration modeling for speaker age estimation in children

Prashanth Gurunath Shivakumar, Somer Bishop, Catherine Lord, Shrikanth Narayanan

The Journal of the Acoustical Society of America 152 (5), 3000-3009, 2022

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Multimodal Estimation of Change Points of Physiological Arousal in Drivers

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arXiv preprint arXiv:2210.15826, 2022

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Leveraging open data and task augmentation to automated behavioral coding of psychotherapy conversations in low-resource scenarios

Zhuohao Chen, Nikolaos Flemotomos, Zac E Imel, David C Atkins, Shrikanth Narayanan

arXiv preprint arXiv:2210.14254, 2022

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Audio and ASR-based filled pause detection

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2022 10th International Conference on Affective Computing and Intelligent …, 2022

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Automating detection of papilledema in pediatric fundus images with explainable machine learning

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2022 IEEE International Conference on Image Processing (ICIP), 3973-3977, 2022

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Expert-driven, technology-facilitated intervention system for improving interpersonal relationships

G Margolin, AC Ahle, MW Ahle, T Chaspari, SS Narayanan

US Patent App. 17/849,996, 2022

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Enhancing the quality of cognitive behavioral therapy in community mental health through artificial intelligence generated fidelity feedback (Project AFFECT): a study protocol

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The 2022 far-field speaker verification challenge: Exploring domain mismatch and semi-supervised learning under the far-field scenario

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arXiv preprint arXiv:2209.05273, 2022

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Interpersonal synchrony across vocal and lexical modalities in interactions involving children with autism spectrum disorder

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TILES-2019: A longitudinal physiologic and behavioral data set of medical residents in an intensive care unit

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Scientific Data 9 (1), 536, 2022

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An automated quality evaluation framework of psychotherapy conversations with local quality estimates

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VAuLT: Augmenting the vision-and-language transformer for sentiment classification on social media

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arXiv preprint arXiv:2208.09021, 2022

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A multi-sclice rtMRI analysis of horizontal tongue narrowing in English laterals

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Enhancing privacy through domain adaptive noise injection for speech emotion recognition

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Evaluation of Swallow Function Post-tongue Cancer Treatment Using Real-time Mri: a Pilot Study.

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Dysphagia 28 (4), 648-649, 2022

Representation of professions in entertainment media: Insights into frequency and sentiment trends through computational text analysis

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Plos one 17 (5), e0267812, 2022

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Technology-facilitated support system for monitoring and understanding interpersonal relationships

SS Narayanan, G Margolin, AC Ahle, T Chaspari

US Patent App. 17/562,647, 2022

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Local dynamic mode of cognitive behavioral therapy

Victor Ardulov, Torrey A Creed, David C Atkins, Shrikanth Narayanan

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User-level differential privacy against attribute inference attack of speech emotion recognition in federated learning

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arXiv preprint arXiv:2204.02500, 2022

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Leveraging social networks for the assessment and management of neurological patients

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Seminars in Neurology 42 (02), 136-148, 2022

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Variation in compensatory strategies as a function of target constriction degree in post-glossectomy speech

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Multimodal clustering with role induced constraints for speaker diarization

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arXiv preprint arXiv:2204.00657, 2022

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Automated evaluation of psychotherapy skills using speech and language technologies

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Behavior Research Methods 54 (2), 690-711, 2022

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Using active speaker faces for diarization in tv shows

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arXiv preprint arXiv:2203.15961, 2022

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Audio visual character profiles for detecting background characters in entertainment media

Rahul Sharma, Shrikanth Narayanan

arXiv preprint arXiv:2203.11368, 2022

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To train or not to train adversarially: A study of bias mitigation strategies for speaker recognition

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arXiv preprint arXiv:2203.09122, 2022

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Semi-fedser: Semi-supervised learning for speech emotion recognition on federated learning using multiview pseudo-labeling

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Confusion2Vec 2.0: Enriching ambiguous spoken language representations with subwords

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End-to-end neural systems for automatic children speech recognition: An empirical study

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Computer Speech & Language 72, 101289, 2022

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A review of speaker diarization: Recent advances with deep learning

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Computer Speech & Language 72, 101317, 2022

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Intra-topic latency as an automated behavioral marker of treatment response in autism spectrum disorder

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Scientific reports 12 (1), 3255, 2022

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Special Issue on Signal Analysis for Detection and Monitoring of Contagious Diseases

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IEEE Journal on Selected Topics in Signal Processing 16 (2), 2022

Intelligent signal analysis for contagious virus diseases

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IEEE journal of selected topics in signal processing 16 (2), 159-163, 2022

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Vault: Augmenting the vision-and-language transformer with the propagation of deep language representations

Georgios Chochlakis, Tejas Srinivasan, Jesse Thomason, Shrikanth Narayanan

arXiv preprint arXiv:2208.09021 6, 17, 2022

Far-field speaker verification challenge (ffsvc) 2022: Challenge evaluation plan

Xiaoyi Qin, Ming Li, Hui Bu, Shrikanth Narayanan, Haizhou Li

2022

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Computer speech & language 71, 101263, 2022

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Nikolaos Malandrakis, Victor R Martinez, Anil K Ramakrishna, Manoj Kumar, Karan Singla, Md Nasir, Shrikanth Narayanan

Handbook of Language Analysis in Psychology, 359, 2022

2021

Attribute inference attack of speech emotion recognition in federated learning settings

Tiantian Feng, Hanieh Hashemi, Rajat Hebbar, Murali Annavaram, Shrikanth S Narayanan

arXiv preprint arXiv:2112.13416, 2021

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Haoqi Li, Brian Baucom, Shrikanth Narayanan, Panayiotis Georgiou

Computer Speech & Language 70, 101226, 2021

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2021 43rd Annual International Conference of the IEEE Engineering in …, 2021

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Nikolaos Flemotomos, Victor R Martinez, Zhuohao Chen, Torrey A Creed, David C Atkins, Shrikanth Narayanan

PloS one 16 (10), e0258639, 2021

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arXiv preprint arXiv:2110.06486, 2021

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arXiv preprint arXiv:2110.05021, 2021

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Yijing Lu, Justin Ly, Shrikanth Narayanan, Louis Goldstein, Asterios Toutios

The Journal of the Acoustical Society of America 150 (4_Supplement), A188-A189, 2021

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Pediatric Obesity 16 (9), e12780, 2021

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IEEE Transactions on Signal Processing 69, 4774-4786, 2021

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IEEE Transactions on Multimedia 24, 3355-3368, 2021

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2021 International Conference on Content-Based Multimedia Indexing (CBMI), 1-4, 2021

Context-aware speech stress detection in hospital workers using Bi-LSTM classifiers

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SPR Virtual 29th Annual Meeting, 2021

Complexity of vocal tract shaping in glossectomy patients and typical speakers: A principal component analysis

Christina Hagedorn, Jangwon Kim, Uttam Sinha, Louis Goldstein, Shrikanth S Narayanan

The Journal of the Acoustical Society of America 149 (6), 4437-4449, 2021

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Magnetic Resonance in Medicine 85 (6), 3182-3195, 2021

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US Patent App. 16/501,128, 2021

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Scientific reports 11 (1), 8693, 2021

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PloS one 16 (4), e0249957, 2021

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Sohyun C Han, Hannah L Schacter, Adela C Timmons, Yehsong Kim, Stassja Sichko, Corey Pettit, Theodora Chaspari, Shrikanth Narayanan, Gayla Margolin

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Pattern Recognition Letters 144, 105-111, 2021

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US Patent 10,956,679, 2021

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IEEE Signal Processing Letters 28, 608-612, 2021

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Adar Paz, Eshkol Rafaeli, Eran Bar-Kalifa, Eva Gilboa-Schectman, Sharon Gannot, Bracha Laufer-Goldshtein, Shrikanth Narayanan, Joseph Keshet, Dana Atzil-Slonim

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PsyArXiv, 2020

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US Patent App. 16/852,793, 2020

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US Patent App. 16/291,225, 2020

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arXiv preprint arXiv:2005.06123, 2020

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