Publications

Multi-stage multi-modal pre-training for automatic speech recognition LREC-COLING 2024 In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, pages 11969–11980, Torino, Italia. ELRA and ICCL. Yash Jain, David M. Chan, Pranav Dheram, Aparna Khare, Olabanji Shonibare, Venkatesh Ravichandran, and Shalini Ghosh.
Turn-taking and backchannel prediction with acoustic and large language model fusion ICASSP 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, Republic of, 2024, pp. 12121-12125, doi: 10.1109/ICASSP48485.2024.10447196 Wang, Jinhan and Chen, Long and Khare, Aparna and Raju, Anirudh and Dheram, Pranav and He, Di and Wu, Minhua and Stolcke, Andreas and Ravichandran, Venkatesh
Two-Pass Endpoint Detection for Speech Recognition ASRU 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), Taipei, Taiwan, 2023, pp. 1-8, doi: 10.1109/ASRU57964.2023.10389743. Anirudh Raju, Aparna Khare, Di He, Ilya Sklyar, Long Chen, Sam Alptekin, Viet Anh Trinh, Zhe Zhang, Colin Vaz, Venkatesh Ravichandran, Roland Maas, Ariya Rastrow
Multimodal Attention Merging for Improved Speech Recognition and Audio Event Classification ICASSP 2024 - Self-supervision in Audio, Speech, and Beyond Workshop IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), 2024, pp. 655-659. Anirudh S. Sundar, Chao-Han Huck Yang, David M. Chan, Shalini Ghosh, Venkatesh Ravichandran, Phani Sankar Nidadavolu
Improving Fairness for Spoken Language Understanding in Atypical Speech with Text-to-Speech NeurIPS 2023 Workshop on Synthetic Data Generation with Generative AI Helin Wang, Venkatesh Ravichandran, Milind Rao, Becky Lammers, Myra Sydnor, Nicholas Maragakis, Ankur A Butala, Jayne Zhang, Lora Clawson, Victoria Chovaz, Laureano Moro-Velazquez
Cross-Utterance ASR Rescoring with Graph-Based Label Propagation ICASSP 2023 (Top 3% Paper Award) IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 2023, pp. 1-5, doi: 10.1109/ICASSP49357.2023.10096820 Srinath Tankasala, Long Chen, Andreas Stolcke, Anirudh Raju, Qianli Deng, Chander Chandak, Aparna Khare, Roland Maas, Venkatesh Ravichandran
Towards Accurate and Real-Time End-of-Speech Estimation ICASSP 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 2023, pp. 1-5, doi: 10.1109/ICASSP49357.2023.10096155. Yifeng Fan, Colin Vaz, Di He, Jahn Heymann, Viet Anh Trinh, Zhe Zhang, Venkatesh Ravichandran
Adaptive Endpointing with Deep Contextual Multi-Armed Bandits ICASSP 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 2023, pp. 1-5, doi: 10.1109/ICASSP49357.2023.10097142. Do June Min, Andreas Stolcke, Anirudh Raju, Colin Vaz, Di He, Venkatesh Ravichandran, Viet Anh Trinh
Stutter-TTS: Controlled Synthesis and Improved Recognition of Stuttered Speech Neurips 2022 NeurIPS Workshop on SyntheticData4ML, December 2022 Xin Zhang, Iván Vallés-Pérez, Andreas Stolcke, Chengzhu Yu, Jasha Droppo, Olabanji Shonibare, Roberto Barra-Chicote, Venkatesh Ravichandran
Enhancing ASR for Stuttered Speech with Limited Data Using Detect and Pass amazon.science 2022 Olabanji Shonibare, Xiaosu Tong, Venkatesh Ravichandran
Graph-Based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification Interspeech 2022 Proc. Interspeech 2022, 4805-4809, doi: 10.21437/Interspeech.2022-11053 Long Chen, Yixiong Meng, Venkatesh Ravichandran, Andreas Stolcke
Graph-Based Label Propagation for Semi-Supervised Speaker Identification Interspeech 2021 Proc. Interspeech 2021, 4588-4592, doi: 10.21437/Interspeech.2021-1209 Long Chen, Venkatesh Ravichandran, Andreas Stolcke
On Minimizing the Number of Critical Decision Perimeters at Which Threats to Protected Facilities Must Be Identified to Allow Effective Interdiction Military Operations Research, 2013 Military Operations Research 18, no. 2 (2013): 15–32. Wilhelm, Wilbert E., Patrick L. Walden, Venkatesh C. Ravichandran, and Flavian J. Fernandez.

Publications

Patents