Soundararajan Srinivasan

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 13

Top Topics

Big Data Analytics

External Knowledge

Optimal Resource Allocation

Top Venues

Proc. VLDB Endow.

Publications

Hitesh Wadhwa, Rahul Seetharaman, Somyaa Aggarwal, Reshmi Ghosh, Samyadeep Basu, Soundararajan Srinivasan, Wenlong Zhao, Shreyas Chaudhari, Ehsan Aghazadeh
From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries. CoRR (2024)
Abhilasha Lodha, Gayatri Belapurkar, Saloni Chalkapurkar, Yuanming Tao, Reshmi Ghosh, Samyadeep Basu, Dmitrii Petrov, Soundararajan Srinivasan
On Surgical Fine-tuning for Language Encoders. EMNLP (Findings) (2023)
Reshmi Ghosh, Harjeet Singh Kajal, Sharanya Kamath, Dhuri Shrivastava, Samyadeep Basu, Hansi Zeng, Soundararajan Srinivasan
Topic Segmentation of Semi-Structured and Unstructured Conversational Datasets using Language Models. CoRR (2023)
Abhilasha Lodha, Gayatri Belapurkar, Saloni Chalkapurkar, Yuanming Tao, Reshmi Ghosh, Samyadeep Basu, Dmitrii Petrov, Soundararajan Srinivasan
On Surgical Fine-tuning for Language Encoders. CoRR (2023)
Apurva Gandhi, Ryan Serrao, Biyi Fang, Gilbert Antonius, Jenna Hong, Tra My Nguyen, Sheng Yi, Ehi Nosakhare, Irene Shaffer, Soundararajan Srinivasan
SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content. EMNLP (Industry Track) (2022)
Anish Pimpley, Shuo Li, Rathijit Sen, Soundararajan Srinivasan, Alekh Jindal
Towards Optimal Resource Allocation for Big Data Analytics. EDBT (2022)
Weihao Tan, David Koleczek, Siddhant Pradhan, Nicholas Perello, Vivek Chettiar, Vishal Rohra, Aaslesha Rajaram, Soundararajan Srinivasan, H. M. Sajjad Hossain, Yash Chandak
On Optimizing Interventions in Shared Autonomy. AAAI (2022)
Apurva Gandhi, Ryan Serrao, Biyi Fang, Gilbert Antonius, Jenna Hong, Tra My Nguyen, Sheng Yi, Ehi Nosakhare, Irene Shaffer, Soundararajan Srinivasan, Vivek Gupta
SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content. CoRR (2022)
Reshmi Ghosh, Harjeet Singh Kajal, Sharanya Kamath, Dhuri Shrivastava, Samyadeep Basu, Soundararajan Srinivasan
Topic Segmentation in the Wild: Towards Segmentation of Semi-structured & Unstructured Chats. CoRR (2022)
Weihao Tan, David Koleczek, Siddhant Pradhan, Nicholas Perello, Vivek Chettiar, Vishal Rohra, Aaslesha Rajaram, Soundararajan Srinivasan, H. M. Sajjad Hossain, Yash Chandak
On Optimizing Interventions in Shared Autonomy. CoRR (2021)
Anish Pimpley, Shuo Li, Anubha Srivastava, Vishal Rohra, Yi Zhu, Soundararajan Srinivasan, Alekh Jindal, Hiren Patel, Shi Qiao, Rathijit Sen
Optimal Resource Allocation for Serverless Queries. CoRR (2021)
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
Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation. Proc. VLDB Endow. 14 (2) (2020)
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
Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation. CoRR (2020)
Priya Govindan, Ruobing Chen, Katya Scheinberg, Soundararajan Srinivasan
A scalable solution for group feature selection. IEEE BigData (2015)
Soundararajan Srinivasan, DeLiang L. Wang
Robust speech recognition by integrating speech separation and hypothesis testing. Speech Commun. 52 (1) (2010)
Raghu Kiran Ganti, Soundararajan Srinivasan, Aca Gacic
Multisensor Fusion in Smartphones for Lifestyle Monitoring. BSN (2010)
Yang Shao, Soundararajan Srinivasan, Zhaozhang Jin, DeLiang Wang
A computational auditory scene analysis system for speech segregation and robust speech recognition. Comput. Speech Lang. 24 (1) (2010)
Yang Shao, Zhaozhang Jin, DeLiang Wang, Soundararajan Srinivasan
An auditory-based feature for robust speech recognition. ICASSP (2009)
Soumya Ghosh, Soundararajan Srinivasan, Burton Andrews
Using weak supervision in learning Gaussian mixture models. IJCNN (2009)
Hari Thiruvengada, Soundararajan Srinivasan, Aca Gacic
Design and implementation of an automated human activity monitoring application for wearable devices. SMC (2008)
Soundararajan Srinivasan, DeLiang L. Wang
Transforming Binary Uncertainties for Robust Speech Recognition. IEEE Trans. Speech Audio Process. 15 (7) (2007)
Yang Shao, Soundararajan Srinivasan, DeLiang Wang
Incorporating Auditory Feature Uncertainties in Robust Speaker Identification. ICASSP (4) (2007)
Soundararajan Srinivasan, Nicoleta Roman, DeLiang Wang
Exploiting Uncertainties for Binaural Speech Recognition. ICASSP (4) (2007)
Soundararajan Srinivasan, DeLiang Wang
A Supervised Learning Approach to Uncertainty Decoding for Robust Speech Recognition. ICASSP (1) (2006)
Soundararajan Srinivasan, Yang Shao, Zhaozhang Jin, DeLiang Wang
A computational auditory scene analysis system for robust speech recognition. INTERSPEECH (2006)
Soundararajan Srinivasan, Nicoleta Roman, DeLiang L. Wang
Binary and ratio time-frequency masks for robust speech recognition. Speech Commun. 48 (11) (2006)
Nicoleta Roman, Soundararajan Srinivasan, DeLiang Wang
Speech Recognition in Multisource Reverberant Environments with Binaural Inputs. ICASSP (1) (2006)
Soundararajan Srinivasan, DeLiang Wang
Robust Speech Recognition by Integrating Speech Separation and Hypothesis Testing. ICASSP (1) (2005)
Soundararajan Srinivasan, DeLiang L. Wang
A schema-based model for phonemic restoration. Speech Commun. 45 (1) (2005)
Soundararajan Srinivasan, DeLiang Wang
Modeling the perception of multitalker speech. INTERSPEECH (2005)
Eric Fosler-Lussier, C. Anton Rytting, Soundararajan Srinivasan
Phonetic ignorance is bliss: investigating the effects of phonetic information reduction on ASR performance. INTERSPEECH (2005)
Soundararajan Srinivasan, Nicoleta Roman, DeLiang Wang
On binary and ratio time-frequency masks for robust speech recognition. INTERSPEECH (2004)
Soundararajan Srinivasan, DeLiang Wang
Schema-based modeling of phonemic restoration. INTERSPEECH (2003)