Sumanth Doddapaneni

PhD student, Indian Institute of Technology, Madras

Joined

March 2022

Names

Sumanth Doddapaneni (Preferred)

Emails

****@cse.iitm.ac.in (Confirmed)

****@gmail.com (Confirmed)

****@google.com (Confirmed)

Personal Links

Career & Education History

PhD student

Indian Institute of Technology, Madras (iitm.ac.in)

2022 – Present

Intern

Google (google.com)

2023 – 2024

Undergrad student

Indian Institute of Information Technology, Sri City (iiits.in)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Mitesh M. Khapra

2022 – Present

Expertise

Automatic Speech Recognition

2021 – Present

Machine Translation

2020 – Present

Multilingual Learning

2020 – Present

Publications

IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages
Jay Gala, Pranjal A Chitale, A K Raghavan, Varun Gumma, Sumanth Doddapaneni, Aswanth Kumar M, Janki Atul Nawale, Anupama Sujatha, Ratish Puduppully, Vivek Raghavan, Pratyush Kumar, Mitesh M Khapra, Raj Dabre, Anoop Kunchukuttan
- Accepted by TMLR
- Readers: Everyone
A Comprehensive Analysis of Adapter Efficiency
Nandini Mundra, Sumanth Doddapaneni, Raj Dabre, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M Khapra
- ES-FoMO 2023 Poster
- Readers: Everyone
A Comprehensive Analysis of Adapter Efficiency
Nandini Mundra, Sumanth Doddapaneni, Raj Dabre, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M. Khapra
- Published: 01 Jan 2023, Last Modified: 28 Jun 2023
- CoRR 2023
- Readers: Everyone
Vārta: A Large-Scale Headline-Generation Dataset for Indic Languages
Rahul Aralikatte, Ziling Cheng, Sumanth Doddapaneni, Jackie Chi Kit Cheung
- Published: 01 Jan 2023, Last Modified: 28 Jun 2023
- CoRR 2023
- Readers: Everyone
IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages
Jay P. Gala, Pranjal A. Chitale, Raghavan AK, Sumanth Doddapaneni, Varun Gumma, Aswanth Kumar, Janki Nawale, Anupama Sujatha, Ratish Puduppully, Vivek Raghavan, Pratyush Kumar, Mitesh M. Khapra, Raj Dabre, Anoop Kunchukuttan
- Published: 01 Jan 2023, Last Modified: 28 Jun 2023
- CoRR 2023
- Readers: Everyone
A Survey in Adversarial Defences and Robustness in NLP
Shreya Goyal, Sumanth Doddapaneni, Mitesh M. Khapra, Balaraman Ravindran
- 2022 (modified: 30 Mar 2022)
- CoRR 2022
- Readers: Everyone
Offence Detection in Dravidian Languages Using Code-Mixing Index-Based Focal Loss
Debapriya Tula, Shreyas MS, Viswanatha Reddy, Pranjal Sahu, Sumanth Doddapaneni, Prathyush Potluri, Rohan Sukumaran, Parth Patwa
- 2022 (modified: 17 Nov 2022)
- SN Comput. Sci. 2022
- Readers: Everyone
Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages
Arnav Mhaske, Harshit Kedia, Sumanth Doddapaneni, Mitesh M. Khapra, Pratyush Kumar, V. Rudra Murthy, Anoop Kunchukuttan
- 2022 (modified: 28 Jan 2023)
- CoRR 2022
- Readers: Everyone
IndicXTREME: A Multi-Task Benchmark For Evaluating Indic Languages
Sumanth Doddapaneni, Rahul Aralikatte, Gowtham Ramesh, Shreya Goyal, Mitesh M. Khapra, Anoop Kunchukuttan, Pratyush Kumar
- 2022 (modified: 28 Jan 2023)
- CoRR 2022
- Readers: Everyone
Effectiveness of Mining Audio and Text Pairs from Public Data for Improving ASR Systems for Low-Resource Languages
Kaushal Santosh Bhogale, Abhigyan Raman, Tahir Javed, Sumanth Doddapaneni, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra
- 2022 (modified: 28 Jan 2023)
- CoRR 2022
- Readers: Everyone

View all 16 publications

Co-Authors

View all 51 co-authors