Rajat Hebbar

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 25

Top Topics

Multiple Instance

Speech Emotion Recognition

Top Venues

Publications

Tiantian Feng, Rajat Hebbar, Shrikanth Narayanan
TRUST-SER: On The Trustworthiness Of Fine-Tuning Pre-Trained Speech Embeddings For Speech Emotion Recognition. ICASSP (2024)
Benjamin A. T. 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 Narayan
A Multi-Perspective Machine Learning Approach to Evaluate Police-Driver Interaction in Los Angeles. CoRR (2024)
Tiantian Feng, Digbalay Bose, Tuo Zhang, Rajat Hebbar, Anil Ramakrishna, Rahul Gupta, Mi Zhang, Salman Avestimehr, Shrikanth Narayanan
FedMultimodal: A Benchmark for Multimodal Federated Learning. KDD (2023)
Digbalay Bose, Rajat Hebbar, Tiantian Feng, Krishna Somandepalli, Anfeng Xu, Shrikanth Narayanan
MM-AU: Towards Multimodal Understanding of Advertisement Videos. ACM Multimedia (2023)
Rajat Hebbar, Digbalay Bose, Krishna Somandepalli, Veena Vijai, Shrikanth Narayanan
A dataset for Audio-Visual Sound Event Detection in Movies. CoRR (2023)
Digbalay Bose, Rajat Hebbar, Krishna Somandepalli, Haoyang Zhang, Yin Cui, Kree Cole-McLaughlin, Huisheng Wang, Shrikanth Narayanan
MovieCLIP: Visual Scene Recognition in Movies. WACV (2023)
Rajat Hebbar, Digbalay Bose, Krishna Somandepalli, Veena Vijai, Shrikanth Narayanan
A Dataset for Audio-Visual Sound Event Detection in Movies. ICASSP (2023)
Tiantian Feng, Rajat Hebbar, Shrikanth Narayanan
TrustSER: On the Trustworthiness of Fine-tuning Pre-trained Speech Embeddings For Speech Emotion Recognition. CoRR (2023)
Anfeng Xu, Rajat Hebbar, Rimita Lahiri, Tiantian Feng, Lindsay Butler, Lue Shen, Helen Tager-Flusberg, Shrikanth Narayanan
Understanding Spoken Language Development of Children with ASD Using Pre-trained Speech Embeddings. CoRR (2023)
Digbalay Bose, Rajat Hebbar, Tiantian Feng, Krishna Somandepalli, Anfeng Xu, Shrikanth Narayanan
MM-AU: Towards Multimodal Understanding of Advertisement Videos. CoRR (2023)
Tiantian Feng, Digbalay Bose, Tuo Zhang, Rajat Hebbar, Anil Ramakrishna, Rahul Gupta, Mi Zhang, Salman Avestimehr, Shrikanth Narayanan
FedMultimodal: A Benchmark For Multimodal Federated Learning. CoRR (2023)
Digbalay Bose, Rajat Hebbar, Krishna Somandepalli, Shrikanth Narayanan
Contextually-rich human affect perception using multimodal scene information. CoRR (2023)
Anfeng Xu, Rajat Hebbar, Rimita Lahiri, Tiantian Feng, Lindsay Butler, Lue Shen, Helen Tager-Flusberg, Shrikanth Narayanan
Understanding Spoken Language Development of Children with ASD Using Pre-trained Speech Embeddings. INTERSPEECH (2023)
Rajat Hebbar, Digbalay Bose, Shrikanth Narayanan
SEAR: Semantically-grounded Audio Representations. ACM Multimedia (2023)
Rimita Lahiri, Tiantian Feng, Rajat Hebbar, Catherine Lord, So Hyun Kim, Shrikanth Narayanan
Robust Self Supervised Speech Embeddings for Child-Adult Classification in Interactions involving Children with Autism. INTERSPEECH (2023)
Digbalay Bose, Rajat Hebbar, Krishna Somandepalli, Shrikanth Narayanan
Contextually-Rich Human Affect Perception Using Multimodal Scene Information. ICASSP (2023)
Digbalay Bose, Rajat Hebbar, Krishna Somandepalli, Haoyang Zhang, Yin Cui, Kree Cole-McLaughlin, Huisheng Wang, Shrikanth Narayanan
MovieCLIP: Visual Scene Recognition in Movies. CoRR (2022)
Krishna Somandepalli, Rajat Hebbar, Shrikanth Narayanan
Robust Character Labeling in Movie Videos: Data Resources and Self-Supervised Feature Adaptation. IEEE Trans. Multim. 24 (2022)
Tiantian Feng, Rajat Hebbar, Nicholas Mehlman, Xuan Shi, Aditya Kommineni, Shrikanth Narayanan
A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness. CoRR (2022)
Rajat Hebbar, Krishna Somandepalli, Raghuveer Peri, Ruchir Travadi, Tracy Tuplin, Fernando Rivera, Shrikanth Narayanan
A Computational Tool to Study Vocal Participation of Women in UN-ITU Meetings. CBMI (2021)
Rajat Hebbar, Pavlos Papadopoulos, Ramon Reyes, Alexander F. Danvers, Angelina J. Polsinelli, Suzanne A. Moseley, David A. Sbarra, Matthias R. Mehl, Shrikanth Narayanan
Deep multiple instance learning for foreground speech localization in ambient audio from wearable devices. EURASIP J. Audio Speech Music. Process. 2021 (1) (2021)
Tiantian Feng, Hanieh Hashemi, Rajat Hebbar, Murali Annavaram, Shrikanth S. Narayanan
Attribute Inference Attack of Speech Emotion Recognition in Federated Learning Settings. CoRR (2021)
Krishna Somandepalli, Rajat Hebbar, Shrikanth Narayanan
Multi-Face: Self-supervised Multiview Adaptation for Robust Face Clustering in Videos. CoRR (2020)
Rajat Hebbar, Krishna Somandepalli, Shrikanth S. Narayanan
Robust Speech Activity Detection in Movie Audio: Data Resources and Experimental Evaluation. ICASSP (2019)
Rajat Hebbar, Krishna Somandepalli, Shrikanth S. Narayanan
Improving Gender Identification in Movie Audio Using Cross-Domain Data. INTERSPEECH (2018)