28 citations · 86 across the 24 of their papers we have counts for
5 papers · 1 filter
Exploring Context, Attention and Audio Features for Audio Visual Scene-Aware Dialog
Shachi H Kumar, Eda Okur, Saurav Sahay +2
We are witnessing a confluence of vision, speech and dialog system technologies that are enabling the IVAs to learn audio-visual groundings of utterances and have conversations wit…
Leveraging Topics and Audio Features with Multimodal Attention for Audio Visual Scene-Aware Dialog
Shachi H Kumar, Eda Okur, Saurav Sahay +2
With the recent advancements in Artificial Intelligence (AI), Intelligent Virtual Assistants (IVA) such as Alexa, Google Home, etc., have become a ubiquitous part of many homes. Cu…
Modeling Intent, Dialog Policies and Response Adaptation for Goal-Oriented Interactions
Saurav Sahay, Shachi H Kumar, Eda Okur +2
Building a machine learning driven spoken dialog system for goal-oriented interactions involves careful design of intents and data collection along with development of intent recog…
Towards Multimodal Understanding of Passenger-Vehicle Interactions in Autonomous Vehicles: Intent/Slot Recognition Utilizing Audio-Visual Data
Eda Okur, Shachi H Kumar, Saurav Sahay +1
Understanding passenger intents from spoken interactions and car's vision (both inside and outside the vehicle) are important building blocks towards developing contextual dialog s…
Natural Language Interactions in Autonomous Vehicles: Intent Detection and Slot Filling from Passenger Utterances
Eda Okur, Shachi H Kumar, Saurav Sahay +2
Understanding passenger intents and extracting relevant slots are important building blocks towards developing contextual dialogue systems for natural interactions in autonomous ve…