Ashish Shenoy

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 14

Top Topics

Scene Text Recognition

Language Modeling

Multimodal Interaction

Error Correction

Top Venues

AAAI Spring Symposia

Publications

Ashish Shenoy, Yichao Lu, Srihari Jayakumar, Debojeet Chatterjee, Mohsen Moslehpour, Pierce Chuang, Abhay Harpale, Vikas Bhardwaj, Di Xu, Shicong Zhao, Longfang Zhao, Ankit Ramchandani, Xin Luna Dong, Anuj Kumar
Lumos : Empowering Multimodal LLMs with Scene Text Recognition. CoRR (2024)
Ashish Shenoy, Yichao Lu, Srihari Jayakumar, Debojeet Chatterjee, Mohsen Moslehpour, Pierce Chuang, Abhay Harpale, Vikas Bhardwaj, Di Xu, Shicong Zhao, Longfang Zhao, Ankit Ramchandani, Xin Luna Dong, Anuj Kumar
Lumos: Empowering Multimodal LLMs with Scene Text Recognition. KDD (2024)
Ashish Shenoy, Sid Wang, Pierce Chuang, John Nguyen
Now It Sounds Like You: Learning Personalized Vocabulary On Device. AAAI Spring Symposia (2024)
Ashkan Yousefpour, Shen Guo, Ashish Shenoy, Sayan Ghosh, Pierre Stock, Kiwan Maeng, Schalk-Willem Krüger, Michael Rabbat, Carole-Jean Wu, Ilya Mironov
Green Federated Learning. CoRR (2023)
Sid Wang, Ashish Shenoy, Pierce Chuang, John Nguyen
Now It Sounds Like You: Learning Personalized Vocabulary On Device. CoRR (2023)
Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff
Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems. INTERSPEECH (2022)
Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff
Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems. CoRR (2021)
Ashish Shenoy, Sravan Bodapati, Monica Sunkara, Srikanth Ronanki, Katrin Kirchhoff
"What's The Context?" : Long Context NLM Adaptation for ASR Rescoring in Conversational Agents. CoRR (2021)
Ashish Shenoy, Sravan Bodapati, Monica Sunkara, Srikanth Ronanki, Katrin Kirchhoff
Adapting Long Context NLM for ASR Rescoring in Conversational Agents. Interspeech (2021)
Ashish Shenoy, Sravan Bodapati, Katrin Kirchhoff
ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling. CoRR (2021)
Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff
Efficient domain adaptation of language models in ASR systems using Prompt-tuning. CoRR (2021)
Dhanush Bekal, Ashish Shenoy, Monica Sunkara, Sravan Bodapati, Katrin Kirchhoff
Remember the context! ASR slot error correction through memorization. CoRR (2021)
Ashish Shenoy, Sravan Bodapati, Katrin Kirchhoff
Contextual Biasing of Language Models for Speech Recognition in Goal-Oriented Conversational Agents. CoRR (2021)
Dhanush Bekal, Ashish Shenoy, Monica Sunkara, Sravan Bodapati, Katrin Kirchhoff
Remember the Context! ASR Slot Error Correction Through Memorization. ASRU (2021)
Lu Ding, Adrian Lizarraga, Ashish Shenoy, Ann Gordon-Ross, Susan Lysecky, Roman L. Lysecky
Application-Specific Customization of Dynamic Profiling Mechanisms for Sensor Networks. IEEE Access 3 (2015)
Jeff Hiner, Ashish Shenoy, Roman L. Lysecky, Susan Lysecky, Ann Gordon-Ross
Transaction-Level Modeling for Sensor Networks Using SystemC. SUTC/UMC (2010)
Ashish Shenoy, Jeff Hiner, Susan Lysecky, Roman L. Lysecky, Ann Gordon-Ross
Evaluation of Dynamic Profiling Methodologies for Optimization of Sensor Networks. IEEE Embed. Syst. Lett. 2 (1) (2010)