Soundararajan Srinivasan

According to our database, Soundararajan Srinivasan authored at least 29 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis.

Reshmi Ghosh, Rahul Seetharaman, Hitesh Wadhwa, Somyaa Aggarwal, Samyadeep Basu, Soundararajan Srinivasan, Wenlong Zhao, Shreyas Chaudhari, Ehsan Aghazadeh

CoRR, 2024

From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries.

Hitesh Wadhwa, Rahul Seetharaman, Somyaa Aggarwal, Reshmi Ghosh, Samyadeep Basu, Soundararajan Srinivasan, Wenlong Zhao, Shreyas Chaudhari, Ehsan Aghazadeh

CoRR, 2024

2023

Topic Segmentation of Semi-Structured and Unstructured Conversational Datasets using Language Models.

Reshmi Ghosh, Harjeet Singh Kajal, Sharanya Kamath, Dhuri Shrivastava, Samyadeep Basu, Hansi Zeng, Soundararajan Srinivasan

CoRR, 2023

On Surgical Fine-tuning for Language Encoders.

Abhilasha Lodha, Gayatri Belapurkar, Saloni Chalkapurkar, Yuanming Tao, Reshmi Ghosh, Samyadeep Basu, Dmitrii Petrov, Soundararajan Srinivasan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Topic Segmentation in the Wild: Towards Segmentation of Semi-structured & Unstructured Chats.

Reshmi Ghosh, Harjeet Singh Kajal, Sharanya Kamath, Dhuri Shrivastava, Samyadeep Basu, Soundararajan Srinivasan

CoRR, 2022

SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content.

Apurva Gandhi, Ryan Serrao, Biyi Fang, Gilbert Antonius, Jenna Hong, Tra My Nguyen, Sheng Yi, Ehi Nosakhare, Irene Shaffer, Soundararajan Srinivasan, Vivek Gupta

CoRR, 2022

SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content.

Apurva Gandhi, Ryan Serrao, Biyi Fang, Gilbert Antonius, Jenna Hong, Tra My Nguyen, Sheng Yi, Ehi Nosakhare, Irene Shaffer, Soundararajan Srinivasan

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

Towards Optimal Resource Allocation for Big Data Analytics.

Anish Pimpley, Shuo Li, Rathijit Sen, Soundararajan Srinivasan, Alekh Jindal

Proceedings of the 25th International Conference on Extending Database Technology, 2022

On Optimizing Interventions in Shared Autonomy.

Weihao Tan, David Koleczek, Siddhant Pradhan, Nicholas Perello, Vivek Chettiar, Vishal Rohra, Aaslesha Rajaram, Soundararajan Srinivasan, H. M. Sajjad Hossain, Yash Chandak

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Optimal Resource Allocation for Serverless Queries.

Anish Pimpley, Shuo Li, Anubha Srivastava, Vishal Rohra, Yi Zhu, Soundararajan Srinivasan, Alekh Jindal, Hiren Patel, Shi Qiao, Rathijit Sen

CoRR, 2021

2020

Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation.

Olga Poppe, Tayo Amuneke, Dalitso Banda, Aritra De, Ari Green, Manon Knoertzer, Ehi Nosakhare, Karthik Rajendran, Deepak Shankargouda, Meina Wang, Alan Au, Carlo Curino, Qun Guo, Alekh Jindal, Ajay Kalhan, Morgan Oslake, Sonia Parchani, Vijay Ramani, Raj Sellappan, Saikat Sen, Sheetal Shrotri, Soundararajan Srinivasan, Ping Xia, Shize Xu, Alicia Yang, Yiwen Zhu

Proc. VLDB Endow., 2020

2015

A scalable solution for group feature selection.

Priya Govindan, Ruobing Chen, Katya Scheinberg, Soundararajan Srinivasan

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2010

Robust speech recognition by integrating speech separation and hypothesis testing.

Soundararajan Srinivasan, DeLiang L. Wang

Speech Commun., 2010

A computational auditory scene analysis system for speech segregation and robust speech recognition.

Yang Shao, Soundararajan Srinivasan, Zhaozhang Jin, DeLiang Wang

Comput. Speech Lang., 2010

Multisensor Fusion in Smartphones for Lifestyle Monitoring.

Raghu Kiran Ganti, Soundararajan Srinivasan, Aca Gacic

Proceedings of the International Conference on Body Sensor Networks, 2010

2009

Using weak supervision in learning Gaussian mixture models.

Soumya Ghosh, Soundararajan Srinivasan, Burton Andrews

Proceedings of the International Joint Conference on Neural Networks, 2009

An auditory-based feature for robust speech recognition.

Yang Shao, Zhaozhang Jin, DeLiang Wang, Soundararajan Srinivasan

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Design and implementation of an automated human activity monitoring application for wearable devices.

Hari Thiruvengada, Soundararajan Srinivasan, Aca Gacic

Proceedings of the IEEE International Conference on Systems, 2008

2007

Transforming Binary Uncertainties for Robust Speech Recognition.

Soundararajan Srinivasan, DeLiang L. Wang

IEEE Trans. Speech Audio Process., 2007

Exploiting Uncertainties for Binaural Speech Recognition.

Soundararajan Srinivasan, Nicoleta Roman, DeLiang Wang

Proceedings of the IEEE International Conference on Acoustics, 2007

Incorporating Auditory Feature Uncertainties in Robust Speaker Identification.

Yang Shao, Soundararajan Srinivasan, DeLiang Wang

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Binary and ratio time-frequency masks for robust speech recognition.

Soundararajan Srinivasan, Nicoleta Roman, DeLiang L. Wang

Speech Commun., 2006

A computational auditory scene analysis system for robust speech recognition.

Soundararajan Srinivasan, Yang Shao, Zhaozhang Jin, DeLiang Wang

Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

A Supervised Learning Approach to Uncertainty Decoding for Robust Speech Recognition.

Soundararajan Srinivasan, DeLiang Wang

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Speech Recognition in Multisource Reverberant Environments with Binaural Inputs.

Nicoleta Roman, Soundararajan Srinivasan, DeLiang Wang

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

A schema-based model for phonemic restoration.

Soundararajan Srinivasan, DeLiang L. Wang

Speech Commun., 2005

Modeling the perception of multitalker speech.

Soundararajan Srinivasan, DeLiang Wang

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

Phonetic ignorance is bliss: investigating the effects of phonetic information reduction on ASR performance.

Eric Fosler-Lussier, C. Anton Rytting, Soundararajan Srinivasan

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

2003

Schema-based modeling of phonemic restoration.

Soundararajan Srinivasan, DeLiang Wang

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003