4 papers
Adaptive Turn-Taking for Real-time Multi-Party Voice Agents
Soumyajit Mitra, Prabhat Pandey, Abhinav Jain +2
Turn-taking in multi-party spoken conversations remains a fundamental challenge for voice-based agents, particularly under dynamic floor competition and varying user expectations.…
Unified Modeling of Multi-Domain Multi-Device ASR Systems
Soumyajit Mitra, Swayambhu Nath Ray, Bharat Padi +6
Modern Automatic Speech Recognition (ASR) systems often use a portfolio of domain-specific models in order to get high accuracy for distinct user utterance types across different d…
Improving RNN-T ASR Performance with Date-Time and Location Awareness
Swayambhu Nath Ray, Soumyajit Mitra, Raghavendra Bilgi +1
In this paper, we explore the benefits of incorporating context into a Recurrent Neural Network (RNN-T) based Automatic Speech Recognition (ASR) model to improve the speech recogni…
Summarizing Event Sequences with Serial Episodes: A Statistical Model and an Application
Soumyajit Mitra, P S Sastry
In this paper we address the problem of discovering a small set of frequent serial episodes from sequential data so as to adequately characterize or summarize the data. We discuss…