Search Results for author: Pooja Rao

Found 7 papers, 1 papers with code

Hinglish to English Machine Translation using Multilingual Transformers

no code implementations RANLP 2021 Vibhav Agarwal, Pooja Rao, Dinesh Babu Jayagopi

Code-Mixed language plays a very important role in communication in multilingual societies and with the recent increase in internet users especially in multilingual societies, the usage of such mixed language has also increased.

Machine Translation Translation

MobileASR: A resource-aware on-device learning framework for user voice personalization applications on mobile phones

no code implementations15 Jun 2023 Zitha Sasindran, Harsha Yelchuri, Pooja Rao, T. V. Prabhakar

We describe a comprehensive methodology for developing user-voice personalized automatic speech recognition (ASR) models by effectively training models on mobile phones, allowing user data and models to be stored and used locally.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

A quantum generative model for multi-dimensional time series using Hamiltonian learning

no code implementations13 Apr 2022 Haim Horowitz, Pooja Rao, Santosh Kumar Radha

We start by assuming that a given time series can be generated by a quantum process, after which we proceed to learn that quantum process using quantum machine learning.

Quantum Machine Learning Synthetic Data Generation +2

Training end-to-end speech-to-text models on mobile phones

no code implementations7 Dec 2021 Zitha S, Raghavendra Rao Suresh, Pooja Rao, T. V. Prabhakar

We evaluated the framework on various mobile phones from different brands and reported the results.

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