Sotabase

Career

· Chief Engineering Science Officer, Lyssn2017–
· Chief Scientist Co-Founder, Behavioral Signals (Current)2016–
· Niki C. L. Max Nikias Chair In Engineering, Professor Of Electrical Computer Engineering, University of Southern California (Current)2000–
· PhD, University of California, Los Angeles1989–1995
· BE, College of Engineering, Guindy1984–1988

Publications (64)

FedMultimodal: A Benchmark for Multimodal Federated Learning
Knowledge Discovery and Data Mining · 2023
98
cited
A multispeaker dataset of raw and reconstructed speech production real-time MRI video and 3D volumetric images
Scientific Data · 2021
61
cited
PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models
Affective Computing and Intelligent Interaction · 2023
42
cited
User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition in Federated Learning
Interspeech · 2022
39
cited
A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness
APSIPA Transactions on Signal and Information Processing · 2022
38
cited
Scaling Wearable Foundation Models
International Conference on Learning Representations · 2024
33
cited
GPT-FL: Generative Pre-Trained Model-Assisted Federated Learning
2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2023
31
cited
Advances in real-time magnetic resonance imaging of the vocal tract for speech science and technology research
APSIPA Transactions on Signal and Information Processing · 2016
30
cited
Attribute Inference Attack of Speech Emotion Recognition in Federated Learning Settings
arXiv.org · 2021
30
cited
FedAudio: A Federated Learning Benchmark for Audio Tasks
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2022
30
cited
Leveraging Label Correlations in a Multi-Label Setting: a Case Study in Emotion
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2022
27
cited
Designing and Evaluating Speech Emotion Recognition Systems: A Reality Check Case Study with IEMOCAP
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2023
25
cited
Vocal tract shaping of emotional speech
Computer Speech and Language · 2020
24
cited
Linguistically Aided Speaker Diarization Using Speaker Role Information
The Speaker and Language Recognition Workshop · 2019
23
cited
MovieCLIP: Visual Scene Recognition in Movies
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2022
23
cited
Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling
Interspeech · 2022
23
cited
Context-Aware Speech Stress Detection in Hospital Workers Using Bi-LSTM Classifiers
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2021
18
cited
Enhancing Privacy Through Domain Adaptive Noise Injection For Speech Emotion Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2022
18
cited
Multimodal Embeddings From Language Models for Emotion Recognition in the Wild
IEEE Signal Processing Letters · 2019
15
cited
Privacy and Utility Preserving Data Transformation for Speech Emotion Recognition
Affective Computing and Intelligent Interaction · 2021
15
cited
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Shrikanth Narayanan | Researcher Profile | Sotabase | Sotabase