Rajat Hebbar

According to our database, Rajat Hebbar authored at least 18 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Multi-Perspective Machine Learning Approach to Evaluate Police-Driver Interaction in Los Angeles.

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 Narayanan

CoRR, 2024

2023

TrustSER: On the Trustworthiness of Fine-tuning Pre-trained Speech Embeddings For Speech Emotion Recognition.

Tiantian Feng, Rajat Hebbar, Shrikanth Narayanan

CoRR, 2023

MovieCLIP: Visual Scene Recognition in Movies.

Digbalay Bose, Rajat Hebbar, Krishna Somandepalli, Haoyang Zhang, Yin Cui, Kree Cole-McLaughlin, Huisheng Wang, Shrikanth Narayanan

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

SEAR: Semantically-grounded Audio Representations.

Rajat Hebbar, Digbalay Bose, Shrikanth Narayanan

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

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, 2023

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 Data Mining, 2023

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

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

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

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

A Dataset for Audio-Visual Sound Event Detection in Movies.

Rajat Hebbar, Digbalay Bose, Krishna Somandepalli, Veena Vijai, Shrikanth Narayanan

Proceedings of the IEEE International Conference on Acoustics, 2023

Contextually-Rich Human Affect Perception Using Multimodal Scene Information.

Digbalay Bose, Rajat Hebbar, Krishna Somandepalli, Shrikanth Narayanan

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Robust Character Labeling in Movie Videos: Data Resources and Self-Supervised Feature Adaptation.

Krishna Somandepalli, Rajat Hebbar, Shrikanth Narayanan

IEEE Trans. Multim., 2022

A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness.

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

CoRR, 2022

2021

Deep multiple instance learning for foreground speech localization in ambient audio from wearable devices.

Rajat Hebbar, Pavlos Papadopoulos, Ramon Reyes, Alexander F. Danvers, Angelina J. Polsinelli, Suzanne A. Moseley, David A. Sbarra, Matthias R. Mehl, Shrikanth Narayanan

EURASIP J. Audio Speech Music. Process., 2021

Attribute Inference Attack of Speech Emotion Recognition in Federated Learning Settings.

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

CoRR, 2021

A Computational Tool to Study Vocal Participation of Women in UN-ITU Meetings.

Rajat Hebbar, Krishna Somandepalli, Raghuveer Peri, Ruchir Travadi, Tracy Tuplin, Fernando Rivera, Shrikanth Narayanan

Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

2020

Multi-Face: Self-supervised Multiview Adaptation for Robust Face Clustering in Videos.

Krishna Somandepalli, Rajat Hebbar, Shrikanth Narayanan

CoRR, 2020

2019

Robust Speech Activity Detection in Movie Audio: Data Resources and Experimental Evaluation.

Rajat Hebbar, Krishna Somandepalli, Shrikanth S. Narayanan

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Improving Gender Identification in Movie Audio Using Cross-Domain Data.

Rajat Hebbar, Krishna Somandepalli, Shrikanth S. Narayanan

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018