Shrikanth (Shri) Narayanan

Shrikanth (Shri) Narayanan

University of Southern California

H-index: 106

North America-United States

About Shrikanth (Shri) Narayanan

Shrikanth (Shri) Narayanan, With an exceptional h-index of 106 and a recent h-index of 59 (since 2020), a distinguished researcher at University of Southern California, specializes in the field of signal processing, speech/language, emotions, biosignals/behavior, multimedia.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition

Audio-visual child-adult speaker classification in dyadic interactions

Can Text-to-image Model Assist Multi-modal Learning for Visual Recognition with Visual Modality Missing?

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

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

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

Artificial Intelligence to Differentiate Pediatric Pseudopapilledema and True Papilledema on Fundus Photographs

Shrikanth (Shri) Narayanan Information

University

Position

University Professor and Niki & Max Nikias Chair in Engineering

Citations(all)

50519

Citations(since 2020)

21427

Cited By

37635

hIndex(all)

106

hIndex(since 2020)

59

i10Index(all)

700

i10Index(since 2020)

397

Email

University Profile Page

University of Southern California

Google Scholar

View Google Scholar Profile

Shrikanth (Shri) Narayanan Skills & Research Interests

signal processing

speech/language

emotions

biosignals/behavior

multimedia

Top articles of Shrikanth (Shri) Narayanan

Title

Journal

Author(s)

Publication Date

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

arXiv preprint arXiv:2402.09028

Tiantian Feng

Shrikanth Narayanan

2024/2/14

The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition

arXiv preprint arXiv:2403.17125

Georgios Chochlakis

Alexandros Potamianos

Kristina Lerman

Shrikanth Narayanan

2024/3/25

Audio-visual child-adult speaker classification in dyadic interactions

2024 ICASSP IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Anfeng Xu

Kevin Huang

Tiantian Feng

Helen Tager-Flusberg

Shrikanth Narayanan

2024/4

Can Text-to-image Model Assist Multi-modal Learning for Visual Recognition with Visual Modality Missing?

arXiv preprint arXiv:2402.09036

Tiantian Feng

Daniel Yang

Digbalay Bose

Shrikanth Narayanan

2024/2/14

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

Alice Baird

Rachel Manzelli

Panagiotis Tzirakis

Chris Gagne

Haoqi Li

...

2023/9

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

Yoonsoo Nam

Adam Lehavi

Daniel Yang

Digbalay Bose

Swabha Swayamdipta

...

2024/4/14

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

arXiv preprint arXiv:2404.18831

Hong Nguyen

Hoang Nguyen

Melinda Chang

Hieu Pham

Shrikanth Narayanan

...

2024/4/29

Artificial Intelligence to Differentiate Pediatric Pseudopapilledema and True Papilledema on Fundus Photographs

Ophthalmology Science

Melinda Y Chang

Gena Heidary

Shannon Beres

Stacy L Pineles

Eric D Gaier

...

2024/2/20

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

Stroke

Oluwamayomikun Adeboye

Grace Cooke

Kelly White

Samuel Tate

Ross Zafonte

...

2024/2

Foundation Model Assisted Automatic Speech Emotion Recognition: Transcribing, Annotating, and Augmenting

2024 ICASSP IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Tiantian Feng

Shrikanth Narayanan

2024/4

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

arXiv preprint arXiv:2404.17983

Tiantian Feng

Xuan Shi

Rahul Gupta

Shrikanth S Narayanan

2024/4/27

Deep hierarchical fusion for machine intelligence applications

2024/1/2

Knowledge-guided EEG Representation Learning

arXiv preprint arXiv:2403.03222

Aditya Kommineni

Kleanthis Avramidis

Richard Leahy

Shrikanth Narayanan

2024/2/15

Emotion-Aligned Contrastive Learning Between Images and Music

2024 ICASSP IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Shanti Stewart

Tiantian Feng

Kleanthis Avramidis

Shrikanth Narayanan

2024/4

Evaluating Atypical Gaze Patterns through Vision Models: The Case of Cortical Visual Impairment

arXiv preprint arXiv:2402.09655

Kleanthis Avramidis

Melinda Y Chang

Rahul Sharma

Mark S Borchert

Shrikanth Narayanan

2024/2/15

TRUST-SER: On The Trustworthiness Of Fine-Tuning Pre-Trained Speech Embeddings For Speech Emotion Recognition

Tiantian Feng

Rajat Hebbar

Shrikanth Narayanan

2024/4/14

Multimodal Estimation Of Change Points Of Physiological Arousal During Driving

arXiv preprint arXiv:2210.15826

Kleanthis Avramidis

Tiantian Feng

Digbalay Bose

Shrikanth Narayanan

2023/6/4

Designing and Evaluating Speech Emotion Recognition Systems: A reality check case study with IEMOCAP

Nikolaos Antoniou

Athanasios Katsamanis

Theodoros Giannakopoulos

Shrikanth Narayanan

2023/6/4

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

Georgios Chochlakis

Gireesh Mahajan

Sabyasachee Baruah

Keith Burghardt

Kristina Lerman

...

2023/6/4

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

2023/7/18

See List of Professors in Shrikanth (Shri) Narayanan University(University of Southern California)

Co-Authors

H-index: 81
David C Atkins

David C Atkins

University of Washington

H-index: 50
Krishna S Nayak

Krishna S Nayak

University of Southern California

H-index: 49
Alexandros Potamianos

Alexandros Potamianos

National Technical University

H-index: 45
Abeer Alwan

Abeer Alwan

University of California, Los Angeles

H-index: 42
Dani Byrd

Dani Byrd

University of Southern California

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