A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness von Feng, Tiantian, Hebbar, Rajat, Mehlman, Nicholas, Shi, Xuan, Kommineni, Aditya, Narayanan, Shrikanth

Volltext

Deep multiple instance learning for foreground speech localization in ambient audio from wearable devices von Hebbar, Rajat, Papadopoulos, Pavlos, Reyes, Ramon, Danvers, Alexander F., Polsinelli, Angelina J., Moseley, Suzanne A., Sbarra, David A., Mehl, Matthias R., Narayanan, Shrikanth

Volltext

Robust Character Labeling in Movie Videos: Data Resources and Self-Supervised Feature Adaptation von Somandepalli, Krishna, Hebbar, Rajat, Narayanan, Shrikanth

Volltext

TrustSER: On the Trustworthiness of Fine-tuning Pre-trained Speech Embeddings For Speech Emotion Recognition von Feng, Tiantian, Hebbar, Rajat, Narayanan, Shrikanth

Volltext bestellen

Robust Character Labeling in Movie Videos: Data Resources and Self-supervised Feature Adaptation von Somandepalli, Krishna, Hebbar, Rajat, Narayanan, Shrikanth

Volltext

Contextually-rich human affect perception using multimodal scene information von Bose, Digbalay, Hebbar, Rajat, Somandepalli, Krishna, Narayanan, Shrikanth

Volltext bestellen

A dataset for Audio-Visual Sound Event Detection in Movies von Hebbar, Rajat, Bose, Digbalay, Somandepalli, Krishna, Vijai, Veena, Narayanan, Shrikanth

Volltext bestellen

MM-AU:Towards Multimodal Understanding of Advertisement Videos von Bose, Digbalay, Hebbar, Rajat, Feng, Tiantian, Somandepalli, Krishna, Xu, Anfeng, Narayanan, Shrikanth

Volltext bestellen

Robust Self Supervised Speech Embeddings for Child-Adult Classification in Interactions involving Children with Autism von Lahiri, Rimita, Feng, Tiantian, Hebbar, Rajat, Lord, Catherine, Kim, So Hyun, Narayanan, Shrikanth

Volltext bestellen

A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness von Feng, Tiantian, Hebbar, Rajat, Mehlman, Nicholas, Shi, Xuan, Kommineni, Aditya, and Shrikanth Narayanan

Volltext

TrustSER: On the Trustworthiness of Fine-tuning Pre-trained Speech Embeddings For Speech Emotion Recognition von Feng, Tiantian, Hebbar, Rajat, Narayanan, Shrikanth

Volltext

FedMultimodal: A Benchmark For Multimodal Federated Learning von Feng, Tiantian, Bose, Digbalay, Zhang, Tuo, Hebbar, Rajat, Ramakrishna, Anil, Gupta, Rahul, Zhang, Mi, Avestimehr, Salman, Narayanan, Shrikanth

Volltext bestellen

Understanding Spoken Language Development of Children with ASD Using Pre-trained Speech Embeddings von Xu, Anfeng, Hebbar, Rajat, Lahiri, Rimita, Feng, Tiantian, Butler, Lindsay, Shen, Lue, Tager-Flusberg, Helen, Narayanan, Shrikanth

Volltext bestellen

Attribute Inference Attack of Speech Emotion Recognition in Federated Learning Settings von Feng, Tiantian, Hashemi, Hanieh, Hebbar, Rajat, Annavaram, Murali, Narayanan, Shrikanth S

Volltext bestellen

MovieCLIP: Visual Scene Recognition in Movies von Bose, Digbalay, Hebbar, Rajat, Somandepalli, Krishna, Zhang, Haoyang, Cui, Yin, Cole-McLaughlin, Kree, Wang, Huisheng, Narayanan, Shrikanth

Volltext bestellen

A Multi-Perspective Machine Learning Approach to Evaluate Police-Driver Interaction in Los Angeles von Grahama, Benjamin A. T, Brown, Lauren, Chochlakis, Georgios, Dehghani, Morteza, Delerme, Raquel, Friedman, Brittany, Graeden, Ellie, Golazizian, Preni, Hebbar, Rajat, Hejabi, Parsa, Kommineni, Aditya, Salinas, Mayagüez, Sierra-Arévalo, Michael, Trager, Jackson, Weller, Nicholas, Narayanan, Shrikanth

Volltext bestellen

Contextually-rich human affect perception using multimodal scene information von Bose, Digbalay, Hebbar, Rajat, Somandepalli, Krishna, Narayanan, Shrikanth

Volltext

A dataset for Audio-Visual Sound Event Detection in Movies von Hebbar, Rajat, Bose, Digbalay, Somandepalli, Krishna, Vijai, Veena, Narayanan, Shrikanth

Volltext

Robust Self Supervised Speech Embeddings for Child-Adult Classification in Interactions involving Children with Autism von Lahiri, Rimita, Feng, Tiantian, Hebbar, Rajat, Lord, Catherine, Kim, So Hyun, Narayanan, Shrikanth

Volltext

Attribute Inference Attack of Speech Emotion Recognition in Federated Learning Settings von Feng, Tiantian, Hashemi, Hanieh, Hebbar, Rajat, Annavaram, Murali, Narayanan, Shrikanth S

Volltext