Pratyush Kumar

About Pratyush Kumar

Pratyush Kumar, With an exceptional h-index of 26 and a recent h-index of 23 (since 2020), a distinguished researcher at Indian Institute of Technology Madras, specializes in the field of SysDL, NLP, AI for social good.

His recent articles reflect a diverse array of research interests and contributions to the field:

IndicVoices: Towards building an Inclusive Multilingual Speech Dataset for Indian Languages

System and method for improved state identification and prediction in computerized queries

Fast real-time power splitting for hybrid electric propulsion using neural network based approximate model predictive control

IndicLLMSuite: A Blueprint for Creating Pre-training and Fine-Tuning Datasets for Indian Languages

Machine learning and IoT-based smart farming for enhancing the crop yield

Feedback controller design and process modeling methods using machine learning

Vistaar: Diverse Benchmarks and Training Sets for Indian Language ASR

Indicsuperb: A speech processing universal performance benchmark for indian languages

Pratyush Kumar Information

University

Position

___

Citations(all)

3143

Citations(since 2020)

2536

Cited By

928

hIndex(all)

26

hIndex(since 2020)

23

i10Index(all)

64

i10Index(since 2020)

40

Email

University Profile Page

Google Scholar

Pratyush Kumar Skills & Research Interests

SysDL

NLP

AI for social good

Top articles of Pratyush Kumar

Title

Journal

Author(s)

Publication Date

IndicVoices: Towards building an Inclusive Multilingual Speech Dataset for Indian Languages

arXiv preprint arXiv:2403.01926

Tahir Javed

Janki Atul Nawale

Eldho Ittan George

Sakshi Joshi

Kaushal Santosh Bhogale

...

2024/3/4

System and method for improved state identification and prediction in computerized queries

2024/2/6

Fast real-time power splitting for hybrid electric propulsion using neural network based approximate model predictive control

Pratyush Kumar

Yasir K Al-Nadawi

Milos Ilak

2024

IndicLLMSuite: A Blueprint for Creating Pre-training and Fine-Tuning Datasets for Indian Languages

arXiv preprint arXiv:2403.06350

Mohammed Safi Ur Rahman Khan

Priyam Mehta

Ananth Sankar

Umashankar Kumaravelan

Sumanth Doddapaneni

...

2024/3/11

Machine learning and IoT-based smart farming for enhancing the crop yield

Journal of Physics: Conference Series

S Sundaresan

S Daniel Johnson

V Mani Bharathy

P Mohan Pavan Kumar

M Surendar

2023/3/1

Feedback controller design and process modeling methods using machine learning

Pratyush Kumar

2023

Vistaar: Diverse Benchmarks and Training Sets for Indian Language ASR

arXiv preprint arXiv:2305.15386

Kaushal Santosh Bhogale

Sai Sundaresan

Abhigyan Raman

Tahir Javed

Mitesh M Khapra

...

2023/5/24

Indicsuperb: A speech processing universal performance benchmark for indian languages

Proceedings of the AAAI Conference on Artificial Intelligence

Tahir Javed

Kaushal Bhogale

Abhigyan Raman

Pratyush Kumar

Anoop Kunchukuttan

...

2023/6/26

Challenges Faced by the Employed Indian DHH Community

Advaith Sridhar

Roshni Poddar

Mohit Jain

Pratyush Kumar

2023/8/25

SignIt! An Android Game for Sign Bilingual Play

Roshni Poddar

Pradyumna YM

Divya Prabha Jayakumar

Tarini Naik

Punyat Tripathi

...

2023/10/22

System and method for smart searching for conversion achievement

2023/2/28

Large language models humanize technology

arXiv preprint arXiv:2305.05576

Pratyush Kumar

2023/5/9

Towards building text-to-speech systems for the next billion users

Gokul Karthik Kumar

SV Praveen

Pratyush Kumar

Mitesh M Khapra

Karthik Nandakumar

2023/6/4

SuperShaper: A Pre-Training Approach for Discovering Efficient Transformer Shapes

Vinod Ganesan

Gowtham Ramesh

Pratyush Kumar

Raj Dabre

2023/7/16

Jod: Examining Design and Implementation of a Videoconferencing Platform for Mixed Hearing Groups

Anant Mittal

Meghna Gupta

Roshni Poddar

Tarini Naik

Seethalakshmi Kuppuraj

...

2023/10/22

Green Synthesis of Nanomaterials from Biomass Waste for Biodiesel Production

Zeenat Arif

Naresh K Sethy

PK Mishra

P Kumar

2023/2/10

Grey-box model and neural network disturbance predictor identification for economic MPC in building energy systems

Energy and Buildings

Pratyush Kumar

James B Rawlings

Michael J Wenzel

Michael J Risbeck

2023/5/1

Effectiveness of mining audio and text pairs from public data for improving ASR systems for low-resource languages

Kaushal Bhogale

Abhigyan Raman

Tahir Javed

Sumanth Doddapaneni

Anoop Kunchukuttan

...

2023/6/4

Adaptive communications display window

2023/7/4

PwR: Exploring the Role of Representations in Conversational Programming

arXiv preprint arXiv:2309.09495

Pradyumna YM

Vinod Ganesan

Dinesh Kumar Arumugam

Meghna Gupta

Nischith Shadagopan

...

2023/9/18

See List of Professors in Pratyush Kumar University(Indian Institute of Technology Madras)