Grant P. Strimel

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 52

Top Topics

Language Understanding

Speech Recognition

Keyword Spotting

Top Venues

Publications

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 (2024)
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)
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)
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)
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 (2023)
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)
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)
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)
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)
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 (2023)
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 (2023)
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 (2023)
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)
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 (2023)
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)
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)
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)
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 (2023)
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)
Christin Jose, Joe Wang, Grant P. Strimel, Mohammad Omar Khursheed, Yuriy Mishchenko, Brian Kulis
Latency Control for Keyword Spotting. INTERSPEECH (2022)
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)
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)
Christin Jose, Joseph Wang, Grant P. Strimel, Mohammad Omar Khursheed, Yuriy Mishchenko, Brian Kulis
Latency Control for Keyword Spotting. CoRR (2022)
Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel
Compute Cost Amortized Transformer for Streaming ASR. CoRR (2022)
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)
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 (2022)
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)
Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel
Compute Cost Amortized Transformer for Streaming ASR. INTERSPEECH (2022)
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)
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)
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)
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 (2022)
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 (2022)
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)
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 (2022)
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 (2022)
Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow
Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization. CoRR (2021)
Rupak Vignesh Swaminathan, Brian King, Grant P. Strimel, Jasha Droppo, Athanasios Mouchtaris
CoDERT: Distilling Encoder Representations with Co-Learning for Transducer-Based Speech Recognition. Interspeech (2021)
Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow
Learning a Neural Diff for Speech Models. CoRR (2021)
Ross McGowan, Jinru Su, Vince DiCocco, Thejaswi Muniyappa, Grant P. Strimel
SmallER: Scaling Neural Entity Resolution for Edge Devices. Interspeech (2021)
Rupak Vignesh Swaminathan, Brian King, Grant P. Strimel, Jasha Droppo, Athanasios Mouchtaris
CoDERT: Distilling Encoder Representations with Co-learning for Transducer-based Speech Recognition. CoRR (2021)
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 (2021)
Jon Macoskey, Grant P. Strimel, Ariya Rastrow
Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization. ICASSP (2021)
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)
Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow
Amortized Neural Networks for Low-Latency Speech Recognition. Interspeech (2021)
Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow
Learning a Neural Diff for Speech Models. Interspeech (2021)
Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow
Amortized Neural Networks for Low-Latency Speech Recognition. CoRR (2021)
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)
Joseph P. McKenna, Samridhi Choudhary, Michael Saxon, Grant P. Strimel, Athanasios Mouchtaris
Semantic Complexity in End-to-End Spoken Language Understanding. CoRR (2020)
Joseph P. McKenna, Samridhi Choudhary, Michael Saxon, Grant P. Strimel, Athanasios Mouchtaris
Semantic Complexity in End-to-End Spoken Language Understanding. INTERSPEECH (2020)
Grant P. Strimel, Kanthashree Mysore Sathyendra, Stanislav Peshterliev
Statistical Model Compression for Small-Footprint Natural Language Understanding. CoRR (2018)
Grant P. Strimel, Kanthashree Mysore Sathyendra, Stanislav Peshterliev
Statistical Model Compression for Small-Footprint Natural Language Understanding. INTERSPEECH (2018)
Grant P. Strimel, Manuela M. Veloso
Coverage planning with finite resources. IROS (2014)
Thomas Kollar, Jayant Krishnamurthy, Grant P. Strimel
Toward Interactive Grounded Language Acqusition. Robotics: Science and Systems (2013)