Sunayana Sitaram

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 71

Top Topics

Indian Languages

Evaluation Metrics

Speech Recognition

Top Venues

Publications

Divyanshu Aggarwal, Ashutosh Sathe, Sunayana Sitaram
MAPLE: Multilingual Evaluation of Parameter Efficient Finetuning of Large Language Models. CoRR (2024)
Prachi Jain, Ashutosh Sathe, Varun Gumma, Kabir Ahuja, Sunayana Sitaram
MAFIA: Multi-Adapter Fused Inclusive LanguAge Models. CoRR (2024)
Cheng Li, Mengzhou Chen, Jindong Wang, Sunayana Sitaram, Xing Xie
CultureLLM: Incorporating Cultural Differences into Large Language Models. CoRR (2024)
Sunayana Sitaram, Monojit Choudhury, Barun Patra, Vishrav Chaudhary, Kabir Ahuja, Kalika Bali
Everything you need to know about Multilingual LLMs: Towards fair, performant and reliable models for languages of the world. ACL (tutorial) (2023)
Aniket Vashishtha, S. Sai Prasad, Payal Bajaj, Vishrav Chaudhary, Kate Cook, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury
Performance and Risk Trade-offs for Multi-word Text Prediction at Scale. EACL (Findings) (2023)
Akshay Uttama Nambi, Vaibhav Balloli, Mercy Prasanna Ranjit, Tanuja Ganu, Kabir Ahuja, Sunayana Sitaram, Kalika Bali
Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs. CoRR (2023)
Krithika Ramesh, Arnav Chavan, Shrey Pandit, Sunayana Sitaram
A Comparative Study on the Impact of Model Compression Techniques on Fairness in Language Models. ACL (1) (2023)
Hemant Yadav, Erica Cooper, Junichi Yamagishi, Sunayana Sitaram, Rajiv Ratn Shah
Partial Rank Similarity Minimization Method for Quality MOS Prediction of Unseen Speech Synthesis Systems in Zero-Shot and Semi-supervised setting. CoRR (2023)
Hemant Yadav, Sunayana Sitaram, Rajiv Ratn Shah
Analysing the Masked Predictive Coding Training Criterion for Pre-Training a Speech Representation Model. ICASSP (2023)
Kabir Ahuja, Rishav Hada, Millicent Ochieng, Prachi Jain, Harshita Diddee, Samuel Maina, Tanuja Ganu, Sameer Segal, Maxamed Axmed, Kalika Bali, Sunayana Sitaram
MEGA: Multilingual Evaluation of Generative AI. CoRR (2023)
A. Seza Dogruöz, Sunayana Sitaram, Zheng Xin Yong
Representativeness as a Forgotten Lesson for Multilingual and Code-switched Data Collection and Preparation. EMNLP (Findings) (2023)
Hemant Yadav, Sunayana Sitaram, Rajiv Ratn Shah
Analysing the Masked predictive coding training criterion for pre-training a Speech Representation Model. CoRR (2023)
Krithika Ramesh, Sunayana Sitaram, Monojit Choudhury
Fairness in Language Models Beyond English: Gaps and Challenges. CoRR (2023)
Shanu Kumar, Abbaraju Soujanya, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury
DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer. EACL (2023)
Kabir Ahuja, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Uttama Nambi, Tanuja Ganu, Sameer Segal, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram
MEGA: Multilingual Evaluation of Generative AI. EMNLP (2023)
A. Seza Dogruöz, Sunayana Sitaram, Barbara E. Bullock, Almeida Jacqueline Toribio
A Survey of Code-switching: Linguistic and Social Perspectives for Language Technologies. CoRR (2023)
Hemant Yadav, Erica Cooper, Junichi Yamagishi, Sunayana Sitaram, Rajiv Ratn Shah
Partial Rank Similarity Minimization Method for Quality MOS Prediction of Unseen Speech Synthesis Systems in Zero-Shot and Semi-Supervised Setting. ASRU (2023)
Shanu Kumar, Abbaraju Soujanya, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury
DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer. CoRR (2023)
Sanchit Ahuja, Divyanshu Aggarwal, Varun Gumma, Ishaan Watts, Ashutosh Sathe, Millicent Ochieng, Rishav Hada, Prachi Jain, Maxamed Axmed, Kalika Bali, Sunayana Sitaram
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks. CoRR (2023)
Aniket Vashishtha, Kabir Ahuja, Sunayana Sitaram
On Evaluating and Mitigating Gender Biases in Multilingual Settings. CoRR (2023)
Krithika Ramesh, Sunayana Sitaram, Monojit Choudhury
Fairness in Language Models Beyond English: Gaps and Challenges. EACL (Findings) (2023)
Rishav Hada, Varun Gumma, Adrian de Wynter, Harshita Diddee, Mohamed Ahmed, Monojit Choudhury, Kalika Bali, Sunayana Sitaram
Are Large Language Model-based Evaluators the Solution to Scaling Up Multilingual Evaluation? CoRR (2023)
Aniket Vashishtha, Kabir Ahuja, Sunayana Sitaram
On Evaluating and Mitigating Gender Biases in Multilingual Settings. ACL (Findings) (2023)
A. Seza Dogruöz, Sunayana Sitaram, Zheng Xin Yong
Representativeness as a Forgotten Lesson for Multilingual and Code-switched Data Collection and Preparation. CoRR (2023)
Kabir Ahuja, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury
Beyond Static Models and Test Sets: Benchmarking the Potential of Pre-trained Models Across Tasks and Languages. CoRR (2022)
Anirudh Srinivasan, Gauri Kholkar, Rahul Kejriwal, Tanuja Ganu, Sandipan Dandapat, Sunayana Sitaram, Balakrishnan Santhanam, Somak Aditya, Kalika Bali, Monojit Choudhury
LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems. AAAI (2022)
Injy Hamed, Amir Hussein, Oumnia Chellah, Shammur Absar Chowdhury, Hamdy Mubarak, Sunayana Sitaram, Nizar Habash, Ahmed Ali
Benchmarking Evaluation Metrics for Code-Switching Automatic Speech Recognition. CoRR (2022)
Karthikeyan K, Shaily Bhatt, Pankaj Singh, Somak Aditya, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury
Multilingual CheckList: Generation and Evaluation. CoRR (2022)
Hemant Yadav, Sunayana Sitaram
A Survey of Multilingual Models for Automatic Speech Recognition. LREC (2022)
Kabir Ahuja, Sunayana Sitaram, Sandipan Dandapat, Monojit Choudhury
On the Calibration of Massively Multilingual Language Models. EMNLP (2022)
Kabir Ahuja, Sunayana Sitaram, Sandipan Dandapat, Monojit Choudhury
On the Calibration of Massively Multilingual Language Models. CoRR (2022)
Injy Hamed, Amir Hussein, Oumnia Chellah, Shammur Absar Chowdhury, Hamdy Mubarak, Sunayana Sitaram, Nizar Habash, Ahmed Ali
Benchmarking Evaluation Metrics for Code-Switching Automatic Speech Recognition. SLT (2022)
Hemant Yadav, Sunayana Sitaram
A Survey of Multilingual Models for Automatic Speech Recognition. CoRR (2022)
Karthikeyan K, Shaily Bhatt, Pankaj Singh, Somak Aditya, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury
Multilingual CheckList: Generation and Evaluation. AACL/IJCNLP (Findings) (2022)
Anirudh Srinivasan, Sunayana Sitaram, Tanuja Ganu, Sandipan Dandapat, Kalika Bali, Monojit Choudhury
Predicting the Performance of Multilingual NLP Models. CoRR (2021)
Shaily Bhatt, Poonam Goyal, Sandipan Dandapat, Monojit Choudhury, Sunayana Sitaram
On the Universality of Deep COntextual Language Models. CoRR (2021)
Shaily Bhatt, Poonam Goyal, Sandipan Dandapat, Monojit Choudhury, Sunayana Sitaram
On the Universality of Deep Contextual Language Models. ICON (2021)
Anuj Diwan, Rakesh Vaideeswaran, Sanket Shah, Ankita Singh, Srinivasa Raghavan K. M., Shreya Khare, Vinit Unni, Saurabh Vyas, Akash Rajpuria, Chiranjeevi Yarra, Ashish R. Mittal, Prasanta Kumar Ghosh, Preethi Jyothi, Kalika Bali, Vivek Seshadri, Sunayana Sitaram, Samarth Bharadwaj, Jai Nanavati, Raoul Nanavati, Karthik Sankaranarayanan, Tejaswi Seeram, Basil Abraham
Multilingual and code-switching ASR challenges for low resource Indian languages. CoRR (2021)
Anuj Diwan, Rakesh Vaideeswaran, Sanket Shah, Ankita Singh, Srinivasa Raghavan K. M., Shreya Khare, Vinit Unni, Saurabh Vyas, Akash Rajpuria, Chiranjeevi Yarra, Ashish R. Mittal, Prasanta Kumar Ghosh, Preethi Jyothi, Kalika Bali, Vivek Seshadri, Sunayana Sitaram, Samarth Bharadwaj, Jai Nanavati, Raoul Nanavati, Karthik Sankaranarayanan
MUCS 2021: Multilingual and Code-Switching ASR Challenges for Low Resource Indian Languages. Interspeech (2021)
Mohd Sanad Zaki Rizvi, Anirudh Srinivasan, Tanuja Ganu, Monojit Choudhury, Sunayana Sitaram
GCM: A Toolkit for Generating Synthetic Code-mixed Text. EACL (System Demonstrations) (2021)
A. Seza Dogruöz, Sunayana Sitaram, Barbara E. Bullock, Almeida Jacqueline Toribio
A Survey of Code-switching: Linguistic and Social Perspectives for Language Technologies. ACL/IJCNLP (1) (2021)
Simran Khanuja, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury
A New Dataset for Natural Language Inference from Code-mixed Conversations. CodeSwitch@LREC (2020)
Basil Abraham, Danish Goel, Divya Siddarth, Kalika Bali, Manu Chopra, Monojit Choudhury, Pratik Joshi, Preethi Jyothi, Sunayana Sitaram, Vivek Seshadri
Crowdsourcing Speech Data for Low-Resource Languages from Low-Income Workers. LREC (2020)
Gurunath Reddy Madhumani, Sanket Shah, Basil Abraham, Vikas Joshi, Sunayana Sitaram
Learning not to Discriminate: Task Agnostic Learning for Improving Monolingual and Code-switched Speech Recognition. CoRR (2020)
Simran Khanuja, Sandipan Dandapat, Anirudh Srinivasan, Sunayana Sitaram, Monojit Choudhury
GLUECoS : An Evaluation Benchmark for Code-Switched NLP. CoRR (2020)
Sanket Shah, Satarupa Guha, Simran Khanuja, Sunayana Sitaram
Cross-lingual and Multilingual Spoken Term Detection for Low-Resource Indian Languages. CoRR (2020)
Simran Khanuja, Sandipan Dandapat, Anirudh Srinivasan, Sunayana Sitaram, Monojit Choudhury
GLUECoS: An Evaluation Benchmark for Code-Switched NLP. ACL (2020)
Sanket Shah, Basil Abraham, Gurunath Reddy M, Sunayana Sitaram, Vikas Joshi
Learning to Recognize Code-switched Speech Without Forgetting Monolingual Speech Recognition. CoRR (2020)
Simran Khanuja, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury
A New Dataset for Natural Language Inference from Code-mixed Conversations. CoRR (2020)
Pratik Joshi, Christain Barnes, Sebastin Santy, Simran Khanuja, Sanket Shah, Anirudh Srinivasan, Satwik Bhattamishra, Sunayana Sitaram, Monojit Choudhury, Kalika Bali
Unsung Challenges of Building and Deploying Language Technologies for Low Resource Language Communities. CoRR (2019)
Sunayana Sitaram, Khyathi Raghavi Chandu, Sai Krishna Rallabandi, Alan W. Black
A Survey of Code-switched Speech and Language Processing. CoRR (2019)
Brij Mohan Lal Srivastava, Basil Abraham, Sunayana Sitaram, Rupesh K. Mehta, Preethi Jyothi
End-to-End ASR for Code-switched Hindi-English Speech. CoRR (2019)
Sanket Shah, Sunayana Sitaram
Using Monolingual Speech Recognition for Spoken Term Detection in Code-switched Hindi-English Speech. ICDM Workshops (2019)
Sunit Sivasankaran, Brij Mohan Lal Srivastava, Sunayana Sitaram, Kalika Bali, Monojit Choudhury
Phone Merging For Code-Switched Speech Recognition. CodeSwitch@ACL (2018)
Adithya Pratapa, Monojit Choudhury, Sunayana Sitaram
Word Embeddings for Code-Mixed Language Processing. EMNLP (2018)
Brij Mohan Lal Srivastava, Sunayana Sitaram, Rupesh Kumar Mehta, Krishna Doss Mohan, Pallavi Matani, Sandeepkumar Satpal, Kalika Bali, Radhakrishnan Srikanth, Niranjan Nayak
Interspeech 2018 Low Resource Automatic Speech Recognition Challenge for Indian Languages. SLTU (2018)
Savitha Murthy, Dinkar Sitaram, Sunayana Sitaram
Effect of TTS Generated Audio on OOV Detection and Word Error Rate in ASR for Low-resource Languages. INTERSPEECH (2018)
Brij Mohan Lal Srivastava, Sunayana Sitaram
Homophone Identification and Merging for Code-switched Speech Recognition. INTERSPEECH (2018)
Sai Krishna Rallabandi, Sunayana Sitaram, Alan W. Black
Automatic Detection of Code-switching Style from Acoustics. CodeSwitch@ACL (2018)
Adithya Pratapa, Gayatri Bhat, Monojit Choudhury, Sunayana Sitaram, Sandipan Dandapat, Kalika Bali
Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic Data. ACL (1) (2018)
Sunayana Sitaram, Varun Manjunath, Varun Bharadwaj, Monojit Choudhury, Kalika Bali, Michael Tjalve
Discovering Canonical Indian English Accents: A Crowdsourcing-based Approach. LREC (2018)
Monojit Choudhury, Kalika Bali, Sunayana Sitaram, Ashutosh Baheti
Curriculum Design for Code-switching: Experiments with Language Identification and Language Modeling with Deep Neural Networks. ICON (2017)
Khyathi Raghavi Chandu, Sai Krishna Rallabandi, Sunayana Sitaram, Alan W. Black
Speech Synthesis for Mixed-Language Navigation Instructions. INTERSPEECH (2017)
Sunayana Sitaram, Alan W. Black
Speech Synthesis of Code-Mixed Text. LREC (2016)
Yulia Tsvetkov, Sunayana Sitaram, Manaal Faruqui, Guillaume Lample, Patrick Littell, David R. Mortensen, Alan W. Black, Lori S. Levin, Chris Dyer
Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning. CoRR (2016)
Sunayana Sitaram, Sai Krishna Rallabandi, Shruti Rijhwani, Alan W. Black
Experiments with Cross-lingual Systems for Synthesis of Code-Mixed Text. SSW (2016)
Andrew Wilkinson, Alok Parlikar, Sunayana Sitaram, Tim White, Alan W. Black, Suresh Bazaj
Open-Source Consumer-Grade Indic Text To Speech. SSW (2016)
Yulia Tsvetkov, Sunayana Sitaram, Manaal Faruqui, Guillaume Lample, Patrick Littell, David R. Mortensen, Alan W. Black, Lori S. Levin, Chris Dyer
Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning. HLT-NAACL (2016)
Sunayana Sitaram, Serena Jeblee, Alan W. Black
Using acoustics to improve pronunciation for synthesis of low resource languages. INTERSPEECH (2015)
Sunayana Sitaram, Alok Parlikar, Gopala Krishna Anumanchipalli, Alan W. Black
Universal grapheme-based speech synthesis. INTERSPEECH (2015)
Pallavi Baljekar, Sunayana Sitaram, Prasanna Kumar Muthukumar, Alan W. Black
Using articulatory features and inferred phonological segments in zero resource speech processing. INTERSPEECH (2015)
Kalika Bali, Sunayana Sitaram, Sébastien Cuendet, Indrani Medhi
A Hindi speech recognizer for an agricultural video search application. ACM DEV (3) (2013)
Sunayana Sitaram, Sukhada Palkar, Yun-Nung Chen, Alok Parlikar, Alan W. Black
Bootstrapping Text-to-Speech for speech processing in languages without an orthography. ICASSP (2013)
Sunayana Sitaram, Gopala Krishna Anumanchipalli, Justin T. Chiu, Alok Parlikar, Alan W. Black
Text to speech in new languages without a standardized orthography. SSW (2013)
Sunayana Sitaram, Jack Mostow
Mining Data from Project LISTEN's Reading Tutor to Analyze Development of Children's Oral Reading Prosody. FLAIRS Conference (2012)
Sunayana Sitaram, Jack Mostow, Yuanpeng Li, Anders Weinstein, David Yen, Joe Valeri
What visual feedback should a reading tutor give children on their oral reading prosody? SLaTE (2011)
Minh Duong, Jack Mostow, Sunayana Sitaram
Two methods for assessing oral reading prosody. ACM Trans. Speech Lang. Process. 7 (4) (2011)
Hemant A. Patil, Sunayana Sitaram, Esha Sharma
DA-IICT Cross-lingual and Multilingual Corpora for Speaker Recognition. ICAPR (2009)