Sunayana Sitaram

Researcher, Microsoft

Joined

July 2019

Names

Sunayana Sitaram

Emails

****@microsoft.com (Confirmed)

Personal Links

Career & Education History

Researcher

Microsoft (microsoft.com)

2018 – Present

Postdoc

Microsoft (microsoft.com)

2016 – 2018

Advisors, Relations & Conflicts

Coauthor

A. Seza Doğruöz

2020 – Present

Coworker

2016 – Present

Coworker

Monojit Choudhury

2016 – Present

PhD Advisor

2012 – 2022

Expertise

multilingual models

,

code-switching

,

speech processing

,

evaluation

Present

Publications

The Role of Synthetic Data in Multilingual, Multicultural AI Systems: Lessons from Indic languages
Pranjal A Chitale, Varun Gumma, Sanchit Ahuja, Prashant Kodali, Manan Uppadhyay, Deepthi Sudharsan, Sunayana Sitaram
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
PARTIAL RANK SIMILARITY MINIMIZATION METHOD FOR QUALITY MOS PREDICTION OF UNSEEN SPEECH SYNTHESIS SYSTEMS IN ZERO-SHOT AND SEMI-SUPERVISED SETTING
Hemant yadav, Erica Cooper, Junichi Yamagishi, Sunayana Sitaram, Rajiv Ratn Shah
- ASRU
- Readers: Everyone
Culturellm: Incorporating cultural differences into large language models
CHENG LI, Mengzhuo Chen, Jindong Wang, Sunayana Sitaram, Xing Xie
- OpenReview Archive Direct Upload
- Readers: Everyone
ANALYSING THE MASKED PREDICTIVE CODING TRAINING CRITERION FOR PRE-TRAINING A SPEECH REPRESENTATION MODEL
Hemant yadav, Sunayana Sitaram, Rajiv Ratn Shah
- ICASSP
- Readers: Everyone
MS-HuBERT: Mitigating Pre-training and Inference Mismatch in Masked Language Modelling methods for learning Speech Representations
Hemant yadav, Sunayana Sitaram, Rajiv Ratn Shah
- InterSpeech
- Readers: Everyone
JOOCI: A FRAMEWORK FOR LEARNING COMPREHENSIVE SPEECH REPRESENTATIONS
Hemant yadav, Sunayana Sitaram, Rajiv Ratn Shah
- Submitted to ICLR 2025
- Readers: Everyone
Exploring Continual Fine-Tuning for Enhancing Language Ability in Large Language Model
Divyanshu Aggarwal, Sankarshan Damle, Navin Goyal, Satya Lokam, Sunayana Sitaram
- FITML 2024 Poster
- Readers: Everyone
Exploring Continual Fine-Tuning for Enhancing Language Ability in Large Language Model
Divyanshu Aggarwal, Sankarshan Damle, Navin Goyal, Satya Lokam, Sunayana Sitaram
- Continual FoMo Oral
- Readers: Everyone
METAL: Towards Multilingual Meta-Evaluation
Rishav Hada, Varun Gumma, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram
- NAACL 2024
- Readers: Everyone
MAPLE: Multilingual Evaluation of Parameter Efficient Finetuning of Large Language Models
Divyanshu Aggarwal, Ashutosh Sathe, Ishaan Watts, Sunayana Sitaram
- ACL (Findings) 2024
- Readers: Everyone

View all 20 publications

Co-Authors

View all 49 co-authors