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Soundararajan Srinivasan
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2020 – today
- 2024
- [i9]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 abs/2406.12824 (2024) - [i8]Reshmi Ghosh, Rahul Seetharaman, Hitesh Wadhwa, Somyaa Aggarwal, Samyadeep Basu, Soundararajan Srinivasan, Wenlong Zhao, Shreyas Chaudhari, Ehsan Aghazadeh:
Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis. CoRR abs/2410.00857 (2024) - 2023
- [c19]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: 3105-3113 - [i7]Abhilasha Lodha, Gayatri Belapurkar, Saloni Chalkapurkar, Yuanming Tao, Reshmi Ghosh, Samyadeep Basu, Dmitrii Petrov, Soundararajan Srinivasan:
On Surgical Fine-tuning for Language Encoders. CoRR abs/2310.17041 (2023) - [i6]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 abs/2310.17120 (2023) - 2022
- [c18]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: 5341-5349 - [c17]Anish Pimpley, Shuo Li, Rathijit Sen, Soundararajan Srinivasan, Alekh Jindal:
Towards Optimal Resource Allocation for Big Data Analytics. EDBT 2022: 2:338-2:350 - [c16]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: 206-217 - [i5]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 abs/2211.04454 (2022) - [i4]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 abs/2211.14954 (2022) - 2021
- [i3]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 abs/2107.08594 (2021) - [i2]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 abs/2112.09169 (2021) - 2020
- [j6]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): 154-162 (2020) - [i1]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 abs/2009.12922 (2020)
2010 – 2019
- 2015
- [c15]Priya Govindan, Ruobing Chen, Katya Scheinberg
, Soundararajan Srinivasan:
A scalable solution for group feature selection. IEEE BigData 2015: 2846-2848 - 2010
- [j5]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): 77-93 (2010) - [j4]Soundararajan Srinivasan, DeLiang L. Wang:
Robust speech recognition by integrating speech separation and hypothesis testing. Speech Commun. 52(1): 72-81 (2010) - [c14]Raghu Kiran Ganti, Soundararajan Srinivasan, Aca Gacic:
Multisensor Fusion in Smartphones for Lifestyle Monitoring. BSN 2010: 36-43
2000 – 2009
- 2009
- [c13]Yang Shao, Zhaozhang Jin, DeLiang Wang, Soundararajan Srinivasan:
An auditory-based feature for robust speech recognition. ICASSP 2009: 4625-4628 - [c12]Soumya Ghosh, Soundararajan Srinivasan, Burton Andrews:
Using weak supervision in learning Gaussian mixture models. IJCNN 2009: 973-979 - 2008
- [c11]Hari Thiruvengada, Soundararajan Srinivasan, Aca Gacic:
Design and implementation of an automated human activity monitoring application for wearable devices. SMC 2008: 2252-2258 - 2007
- [j3]Soundararajan Srinivasan, DeLiang L. Wang:
Transforming Binary Uncertainties for Robust Speech Recognition. IEEE Trans. Speech Audio Process. 15(7): 2130-2140 (2007) - [c10]Yang Shao, Soundararajan Srinivasan, DeLiang Wang:
Incorporating Auditory Feature Uncertainties in Robust Speaker Identification. ICASSP (4) 2007: 277-280 - [c9]Soundararajan Srinivasan, Nicoleta Roman, DeLiang Wang:
Exploiting Uncertainties for Binaural Speech Recognition. ICASSP (4) 2007: 789-792 - 2006
- [j2]Soundararajan Srinivasan, Nicoleta Roman, DeLiang L. Wang:
Binary and ratio time-frequency masks for robust speech recognition. Speech Commun. 48(11): 1486-1501 (2006) - [c8]Soundararajan Srinivasan, DeLiang Wang:
A Supervised Learning Approach to Uncertainty Decoding for Robust Speech Recognition. ICASSP (1) 2006: 297-300 - [c7]Nicoleta Roman, Soundararajan Srinivasan, DeLiang Wang:
Speech Recognition in Multisource Reverberant Environments with Binaural Inputs. ICASSP (1) 2006: 309-312 - [c6]Soundararajan Srinivasan, Yang Shao, Zhaozhang Jin, DeLiang Wang:
A computational auditory scene analysis system for robust speech recognition. INTERSPEECH 2006 - 2005
- [j1]Soundararajan Srinivasan, DeLiang L. Wang:
A schema-based model for phonemic restoration. Speech Commun. 45(1): 63-87 (2005) - [c5]Soundararajan Srinivasan, DeLiang Wang:
Robust Speech Recognition by Integrating Speech Separation and Hypothesis Testing. ICASSP (1) 2005: 89-92 - [c4]Eric Fosler-Lussier, C. Anton Rytting, Soundararajan Srinivasan:
Phonetic ignorance is bliss: investigating the effects of phonetic information reduction on ASR performance. INTERSPEECH 2005: 1249-1252 - [c3]Soundararajan Srinivasan, DeLiang Wang:
Modeling the perception of multitalker speech. INTERSPEECH 2005: 1265-1268 - 2004
- [c2]Soundararajan Srinivasan, Nicoleta Roman, DeLiang Wang:
On binary and ratio time-frequency masks for robust speech recognition. INTERSPEECH 2004: 2541-2544 - 2003
- [c1]Soundararajan Srinivasan, DeLiang Wang:
Schema-based modeling of phonemic restoration. INTERSPEECH 2003: 2053-2056
Coauthor Index
aka: DeLiang L. Wang
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