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Grant P. Strimel
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2020 – today
- 2024
- [c33]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 - [c32]Rupak Vignesh Swaminathan, Grant P. Strimel, Ariya Rastrow, Sri Harish Mallidi, Kai Zhen, Hieu Duy Nguyen, Nathan Susanj, Athanasios Mouchtaris:
Max-Margin Transducer Loss: Improving Sequence-Discriminative Training Using a Large-Margin Learning Strategy. ICASSP 2024: 12226-12230 - [i21]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) - 2023
- [c31]Anastasios Alexandridis, Kanthashree Mysore Sathyendra, Grant P. Strimel, Feng-Ju Chang, Ariya Rastrow, Nathan Susanj, Athanasios Mouchtaris:
Gated Contextual Adapters For Selective Contextual Biasing In Neural Transducers. ICASSP 2023: 1-5 - [c30]Feng-Ju Chang, Thejaswi Muniyappa, Kanthashree Mysore Sathyendra, Kai Wei, Grant P. Strimel, Ross McGowan:
Dialog Act Guided Contextual Adapter for Personalized Speech Recognition. ICASSP 2023: 1-5 - [c29]Xuandi Fu, Kanthashree Mysore Sathyendra, Ankur Gandhe, Jing Liu, Grant P. Strimel, Ross McGowan, Athanasios Mouchtaris:
Robust Acoustic And Semantic Contextual Biasing In Neural Transducers For Speech Recognition. ICASSP 2023: 1-5 - [c28]Markus Müller, Anastasios Alexandridis, Zach Trozenski, Joel Whiteman, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Siegfried Kunzmann:
Multilingual End-To-End Spoken Language Understanding For Ultra-Low Footprint Applications. ICASSP 2023: 1-5 - [c27]Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant P. Strimel, Andreas Stolcke, Ivan Bulyko:
Procter: Pronunciation-Aware Contextual Adapter For Personalized Speech Recognition In Neural Transducers. ICASSP 2023: 1-5 - [c26]Saumya Y. Sahai, Jing Liu, Thejaswi Muniyappa, Kanthashree Mysore Sathyendra, Anastasios Alexandridis, Grant P. Strimel, Ross McGowan, Ariya Rastrow, Feng-Ju Chang, Athanasios Mouchtaris, Siegfried Kunzmann:
Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition. ICASSP 2023: 1-5 - [c25]Grant P. Strimel, Yi Xie, Brian John King, Martin Radfar, Ariya Rastrow, Athanasios Mouchtaris:
Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers. ICML 2023: 32654-32676 - [c24]Yiting Lu, Philip Harding, Kanthashree Mysore Sathyendra, Sibo Tong, Xuandi Fu, Jing Liu, Feng-Ju Chang, Simon Wiesler, Grant P. Strimel:
Model-Internal Slot-triggered Biasing for Domain Expansion in Neural Transducer ASR Models. INTERSPEECH 2023: 1324-1328 - [c23]Martin Radfar, Paulina Lyskawa, Brandon Trujillo, Yi Xie, Kai Zhen, Jahn Heymann, Denis Filimonov, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris:
Conmer: Streaming Conformer Without Self-attention for Interactive Voice Assistants. INTERSPEECH 2023: 2198-2202 - [i20]Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant P. Strimel, Andreas Stolcke, Ivan Bulyko:
PROCTER: PROnunciation-aware ConTextual adaptER for personalized speech recognition in neural transducers. CoRR abs/2303.17131 (2023) - [i19]Feng-Ju Chang, Thejaswi Muniyappa, Kanthashree Mysore Sathyendra, Kai Wei, Grant P. Strimel, Ross McGowan:
Dialog act guided contextual adapter for personalized speech recognition. CoRR abs/2303.17799 (2023) - [i18]Saumya Y. Sahai, Jing Liu, Thejaswi Muniyappa, Kanthashree Mysore Sathyendra, Anastasios Alexandridis, Grant P. Strimel, Ross McGowan, Ariya Rastrow, Feng-Ju Chang, Athanasios Mouchtaris, Siegfried Kunzmann:
Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition. CoRR abs/2304.01905 (2023) - [i17]Xuandi Fu, Kanthashree Mysore Sathyendra, Ankur Gandhe, Jing Liu, Grant P. Strimel, Ross McGowan, Athanasios Mouchtaris:
Robust Acoustic and Semantic Contextual Biasing in Neural Transducers for Speech Recognition. CoRR abs/2305.05271 (2023) - [i16]Suhaila M. Shakiah, Rupak Vignesh Swaminathan, Hieu Duy Nguyen, Raviteja Chinta, Tariq Afzal, Nathan Susanj, Athanasios Mouchtaris, Grant P. Strimel, Ariya Rastrow:
Accelerator-Aware Training for Transducer-Based Speech Recognition. CoRR abs/2305.07778 (2023) - [i15]Jianwei Zhang, Helian Feng, Xin He, Grant P. Strimel, Farhad Ghassemi, Ali Kebarighotbi:
Search Optimization with Query Likelihood Boosting and Two-Level Approximate Search for Edge Devices. CoRR abs/2312.07517 (2023) - 2022
- [c22]Thanh Tran, Kai Wei, Weitong Ruan, Ross McGowan, Nathan Susanj, Grant P. Strimel:
Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding. AAAI 2022: 12622-12628 - [c21]Kai Wei, Dillon Knox, Martin Radfar, Thanh Tran, Markus Müller, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Maurizio Omologo:
A Neural Prosody Encoder for End-to-End Dialogue Act Classification. ICASSP 2022: 7047-7051 - [c20]Anastasios Alexandridis, Kanthashree Mysore Sathyendra, Grant P. Strimel, Pavel Kveton, Jon Webb, Athanasios Mouchtaris:
TINYS2I: A Small-Footprint Utterance Classification Model with Contextual Support for On-Device SLU. ICASSP 2022: 7492-7496 - [c19]Xuandi Fu, Feng-Ju Chang, Martin Radfar, Kai Wei, Jing Liu, Grant P. Strimel, Kanthashree Mysore Sathyendra:
Multi-Task RNN-T with Semantic Decoder for Streamable Spoken Language Understanding. ICASSP 2022: 7507-7511 - [c18]Anastasios Alexandridis, Grant P. Strimel, Ariya Rastrow, Pavel Kveton, Jon Webb, Maurizio Omologo, Siegfried Kunzmann, Athanasios Mouchtaris:
Caching Networks: Capitalizing on Common Speech for ASR. ICASSP 2022: 8412-8416 - [c17]Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Feng-Ju Chang, Jing Liu, Jinru Su, Grant P. Strimel, Athanasios Mouchtaris, Siegfried Kunzmann:
Contextual Adapters for Personalized Speech Recognition in Neural Transducers. ICASSP 2022: 8537-8541 - [c16]Christin Jose, Joe Wang, Grant P. Strimel, Mohammad Omar Khursheed, Yuriy Mishchenko, Brian Kulis:
Latency Control for Keyword Spotting. INTERSPEECH 2022: 1891-1895 - [c15]Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian John King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel:
Compute Cost Amortized Transformer for Streaming ASR. INTERSPEECH 2022: 3043-3047 - [c14]Martin Radfar, Rohit Barnwal, Rupak Vignesh Swaminathan, Feng-Ju Chang, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris:
ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition. INTERSPEECH 2022: 4431-4435 - [c13]Kai Zhen, Martin Radfar, Hieu Duy Nguyen, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris:
Sub-8-Bit Quantization for On-Device Speech Recognition: A Regularization-Free Approach. SLT 2022: 15-22 - [c12]Suhaila M. Shakiah, Rupak Vignesh Swaminathan, Hieu Duy Nguyen, Raviteja Chinta, Tariq Afzal, Nathan Susanj, Athanasios Mouchtaris, Grant P. Strimel, Ariya Rastrow:
Accelerator-Aware Training for Transducer-Based Speech Recognition. SLT 2022: 100-107 - [i14]Xuandi Fu, Feng-Ju Chang, Martin Radfar, Kai Wei, Jing Liu, Grant P. Strimel, Kanthashree Mysore Sathyendra:
Multi-task RNN-T with Semantic Decoder for Streamable Spoken Language Understanding. CoRR abs/2204.00558 (2022) - [i13]Kai Wei, Dillon Knox, Martin Radfar, Thanh Tran, Markus Müller, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Maurizio Omologo:
A neural prosody encoder for end-ro-end dialogue act classification. CoRR abs/2205.05590 (2022) - [i12]Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Feng-Ju Chang, Jing Liu, Jinru Su, Grant P. Strimel, Athanasios Mouchtaris, Siegfried Kunzmann:
Contextual Adapters for Personalized Speech Recognition in Neural Transducers. CoRR abs/2205.13660 (2022) - [i11]Christin Jose
, Joseph Wang, Grant P. Strimel, Mohammad Omar Khursheed, Yuriy Mishchenko, Brian Kulis:
Latency Control for Keyword Spotting. CoRR abs/2206.07261 (2022) - [i10]Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian John King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel:
Compute Cost Amortized Transformer for Streaming ASR. CoRR abs/2207.02393 (2022) - [i9]Martin Radfar, Rohit Barnwal, Rupak Vignesh Swaminathan, Feng-Ju Chang, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris:
ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition. CoRR abs/2209.14868 (2022) - [i8]Kai Zhen, Martin Radfar, Hieu Duy Nguyen, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris:
Sub-8-bit quantization for on-device speech recognition: a regularization-free approach. CoRR abs/2210.09188 (2022) - 2021
- [c11]Kai Wei, Thanh Tran, Feng-Ju Chang, Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Jing Liu, Anirudh Raju, Ross McGowan, Nathan Susanj, Ariya Rastrow, Grant P. Strimel:
Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding. ASRU 2021: 837-844 - [c10]Jon Macoskey, Grant P. Strimel, Ariya Rastrow:
Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization. ICASSP 2021: 5999-6003 - [c9]Ross McGowan, Jinru Su, Vince DiCocco, Thejaswi Muniyappa, Grant P. Strimel:
SmallER: Scaling Neural Entity Resolution for Edge Devices. Interspeech 2021: 761-765 - [c8]Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow:
Learning a Neural Diff for Speech Models. Interspeech 2021: 2536-2540 - [c7]Rupak Vignesh Swaminathan, Brian John King, Grant P. Strimel, Jasha Droppo, Athanasios Mouchtaris:
CoDERT: Distilling Encoder Representations with Co-Learning for Transducer-Based Speech Recognition. Interspeech 2021: 4543-4547 - [c6]Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow:
Amortized Neural Networks for Low-Latency Speech Recognition. Interspeech 2021: 4558-4562 - [i7]Rupak Vignesh Swaminathan, Brian John King, Grant P. Strimel, Jasha Droppo, Athanasios Mouchtaris:
CoDERT: Distilling Encoder Representations with Co-learning for Transducer-based Speech Recognition. CoRR abs/2106.07734 (2021) - [i6]Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow:
Amortized Neural Networks for Low-Latency Speech Recognition. CoRR abs/2108.01553 (2021) - [i5]Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow:
Learning a Neural Diff for Speech Models. CoRR abs/2108.01561 (2021) - [i4]Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow:
Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization. CoRR abs/2108.01704 (2021) - [i3]Kai Wei, Thanh Tran, Feng-Ju Chang, Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Jing Liu, Anirudh Raju, Ross McGowan, Nathan Susanj, Ariya Rastrow, Grant P. Strimel:
Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding. CoRR abs/2112.06743 (2021) - 2020
- [c5]Grant P. Strimel, Ariya Rastrow, Gautam Tiwari, Adrien Piérard, Jon Webb:
Rescore in a Flash: Compact, Cache Efficient Hashing Data Structures for n-Gram Language Models. INTERSPEECH 2020: 3386-3390 - [c4]Joseph P. McKenna, Samridhi Choudhary, Michael Saxon, Grant P. Strimel, Athanasios Mouchtaris:
Semantic Complexity in End-to-End Spoken Language Understanding. INTERSPEECH 2020: 4273-4277 - [i2]Joseph P. McKenna, Samridhi Choudhary, Michael Saxon, Grant P. Strimel, Athanasios Mouchtaris:
Semantic Complexity in End-to-End Spoken Language Understanding. CoRR abs/2008.02858 (2020)
2010 – 2019
- 2018
- [c3]Grant P. Strimel, Kanthashree Mysore Sathyendra, Stanislav Peshterliev:
Statistical Model Compression for Small-Footprint Natural Language Understanding. INTERSPEECH 2018: 571-575 - [i1]Grant P. Strimel, Kanthashree Mysore Sathyendra, Stanislav Peshterliev:
Statistical Model Compression for Small-Footprint Natural Language Understanding. CoRR abs/1807.07520 (2018) - 2014
- [c2]Grant P. Strimel, Manuela M. Veloso:
Coverage planning with finite resources. IROS 2014: 2950-2956 - 2013
- [c1]Thomas Kollar, Jayant Krishnamurthy, Grant P. Strimel:
Toward Interactive Grounded Language Acqusition. Robotics: Science and Systems 2013
Coauthor Index
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last updated on 2024-09-26 00:54 CEST by the dblp team
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