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2020 – today
- 2024
[c15]Aditya Gourav, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Grant P. Strimel, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Multi-Modal Retrieval For Large Language Model Based Speech Recognition. ACL (Findings) 2024: 4435-4446- [c14]Guan-Ting Lin, Prashanth Gurunath Shivakumar, Ankur Gandhe, Chao-Han Huck Yang, Yile Gu, Shalini Ghosh, Andreas Stolcke, Hung-Yi Lee, Ivan Bulyko:
Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue. ICASSP 2024: 10316-10320 - [c13]Kevin Everson, Yile Gu, Chao-Han Huck Yang, Prashanth Gurunath Shivakumar, Guan-Ting Lin, Jari Kolehmainen, Ivan Bulyko, Ankur Gandhe, Shalini Ghosh, Wael Hamza, Hung-Yi Lee, Ariya Rastrow, Andreas Stolcke:
Towards ASR Robust Spoken Language Understanding Through in-Context Learning with Word Confusion Networks. ICASSP 2024: 12856-12860 - [i15]Kevin Everson, Yile Gu, Chao-Han Huck Yang, Prashanth Gurunath Shivakumar, Guan-Ting Lin, Jari Kolehmainen, Ivan Bulyko, Ankur Gandhe, Shalini Ghosh, Wael Hamza, Hung-yi Lee, Ariya Rastrow, Andreas Stolcke:
Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks. CoRR abs/2401.02921 (2024) - [i14]Keisuke Kamahori, Yile Gu, Kan Zhu, Baris Kasikci:
Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models. CoRR abs/2402.07033 (2024) - [i13]Jari Kolehmainen, Aditya Gourav, Prashanth Gurunath Shivakumar, Yile Gu, Ankur Gandhe, Ariya Rastrow, Grant P. Strimel, Ivan Bulyko:
Multi-Modal Retrieval For Large Language Model Based Speech Recognition. CoRR abs/2406.09618 (2024) - [i12]Kan Zhu, Yilong Zhao, Liangyu Zhao, Gefei Zuo, Yile Gu, Dedong Xie, Yufei Gao, Qinyu Xu, Tian Tang, Zihao Ye, Keisuke Kamahori, Chien-Yu Lin, Stephanie Wang, Arvind Krishnamurthy, Baris Kasikci:
NanoFlow: Towards Optimal Large Language Model Serving Throughput. CoRR abs/2408.12757 (2024) - 2023
- [c12]Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Discriminative Speech Recognition Rescoring With Pre-Trained Language Models. ASRU 2023: 1-7 - [c11]Chao-Han Huck Yang, Yile Gu, Yi-Chieh Liu, Shalini Ghosh, Ivan Bulyko, Andreas Stolcke:
Generative Speech Recognition Error Correction With Large Language Models and Task-Activating Prompting. ASRU 2023: 1-8 - [c10]Yu Yu, Chao-Han Huck Yang, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Sungho Ryu, Roger Ren, Qi Luo, Aditya Gourav, I-Fan Chen, Yi-Chieh Liu, Tuan Dinh, Ankur Gandhe, Denis Filimonov, Shalini Ghosh, Andreas Stolcke, Ariya Rastrow, Ivan Bulyko:
Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition. ASRU 2023: 1-8 - [c9]Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Personalization for BERT-based Discriminative Speech Recognition Rescoring. INTERSPEECH 2023: 366-370 - [c8]Yile Gu, Prashanth Gurunath Shivakumar, Jari Kolehmainen, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Scaling Laws for Discriminative Speech Recognition Rescoring Models. INTERSPEECH 2023: 471-475 - [c7]Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Distillation Strategies for Discriminative Speech Recognition Rescoring. INTERSPEECH 2023: 4084-4088 - [i11]Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Personalization for BERT-based Discriminative Speech Recognition Rescoring. CoRR abs/2307.06832 (2023) - [i10]Yu Yu, Chao-Han Huck Yang, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Sungho Ryu, Roger Ren, Qi Luo, Aditya Gourav, I-Fan Chen, Yi-Chieh Liu, Tuan Dinh, Ankur Gandhe, Denis Filimonov, Shalini Ghosh, Andreas Stolcke, Ariya Rastrow, Ivan Bulyko:
Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition. CoRR abs/2309.15223 (2023) - [i9]Chao-Han Huck Yang, Yile Gu, Yi-Chieh Liu, Shalini Ghosh, Ivan Bulyko, Andreas Stolcke:
Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting. CoRR abs/2309.15649 (2023) - [i8]Jae-Won Chung, Yile Gu, Insu Jang, Luoxi Meng, Nikhil Bansal, Mosharaf Chowdhury:
Perseus: Removing Energy Bloat from Large Model Training. CoRR abs/2312.06902 (2023) - [i7]Guan-Ting Lin, Prashanth Gurunath Shivakumar, Ankur Gandhe, Chao-Han Huck Yang, Yile Gu, Shalini Ghosh, Andreas Stolcke, Hung-yi Lee, Ivan Bulyko:
Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue. CoRR abs/2312.15316 (2023) - 2022
- [c6]Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko:
RescoreBERT: Discriminative Speech Recognition Rescoring With Bert. ICASSP 2022: 6117-6121 - [c5]Chao-Han Huck Yang, Zeeshan Ahmed, Yile Gu, Joseph Szurley, Roger Ren, Linda Liu, Andreas Stolcke, Ivan Bulyko:
Mitigating Closed-Model Adversarial Examples with Bayesian Neural Modeling for Enhanced End-to-End Speech Recognition. ICASSP 2022: 6302-6306 - [i6]Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko:
RescoreBERT: Discriminative Speech Recognition Rescoring with BERT. CoRR abs/2202.01094 (2022) - [i5]Chao-Han Huck Yang, Zeeshan Ahmed, Yile Gu, Joseph Szurley, Roger Ren, Linda Liu, Andreas Stolcke, Ivan Bulyko:
Mitigating Closed-model Adversarial Examples with Bayesian Neural Modeling for Enhanced End-to-End Speech Recognition. CoRR abs/2202.08532 (2022) - 2021
- [c4]Chao-Han Huck Yang, Linda Liu, Ankur Gandhe, Yile Gu, Anirudh Raju, Denis Filimonov, Ivan Bulyko:
Multi-Task Language Modeling for Improving Speech Recognition of Rare Words. ASRU 2021: 1087-1093 - [c3]Aditya Gourav, Linda Liu, Ankur Gandhe, Yile Gu, Guitang Lan, Xiangyang Huang, Shashank Kalmane, Gautam Tiwari, Denis Filimonov, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko:
Personalization Strategies for End-to-End Speech Recognition Systems. ICASSP 2021: 7348-7352 - [c2]Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov, Ariya Rastrow, Ivan Bulyko:
Domain-Aware Neural Language Models for Speech Recognition. ICASSP 2021: 7373-7377 - [c1]Scott Novotney, Yile Gu, Ivan Bulyko:
Adjunct-Emeritus Distillation for Semi-Supervised Language Model Adaptation. Interspeech 2021: 866-870 - [i4]Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov, Ariya Rastrow, Ivan Bulyko:
Domain-aware Neural Language Models for Speech Recognition. CoRR abs/2101.03229 (2021) - [i3]Aditya Gourav, Linda Liu, Ankur Gandhe, Yile Gu, Guitang Lan, Xiangyang Huang, Shashank Kalmane, Gautam Tiwari, Denis Filimonov, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko:
Personalization Strategies for End-to-End Speech Recognition Systems. CoRR abs/2102.07739 (2021) - 2020
- [i2]Chao-Han Huck Yang, Linda Liu, Ankur Gandhe, Yile Gu, Anirudh Raju, Denis Filimonov, Ivan Bulyko:
Multi-task Language Modeling for Improving Speech Recognition of Rare Words. CoRR abs/2011.11715 (2020) - [i1]Vijay Ravi, Yile Gu, Ankur Gandhe, Ariya Rastrow, Linda Liu, Denis Filimonov, Scott Novotney, Ivan Bulyko:
Improving accuracy of rare words for RNN-Transducer through unigram shallow fusion. CoRR abs/2012.00133 (2020)
Coauthor Index
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