Search Results for author: Soumyajit Mitra

Found 3 papers, 0 papers with code

Unified Modeling of Multi-Domain Multi-Device ASR Systems

no code implementations13 May 2022 Soumyajit Mitra, Swayambhu Nath Ray, Bharat Padi, Arunasish Sen, Raghavendra Bilgi, Harish Arsikere, Shalini Ghosh, Ajay Srinivasamurthy, Sri Garimella

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 devices.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Improving RNN-T ASR Performance with Date-Time and Location Awareness

no code implementations11 Jun 2021 Swayambhu Nath Ray, Soumyajit Mitra, Raghavendra Bilgi, Sri Garimella

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 recognition for virtual assistants.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Summarizing Event Sequences with Serial Episodes: A Statistical Model and an Application

no code implementations1 Apr 2019 Soumyajit Mitra, P. S. Sastry

By considering text documents as temporal sequences of words, the data mining algorithm can find a set of characteristic episodes for all the training data as a whole.

General Classification Temporal Sequences +2

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