Grant P. Strimel

According to our database, Grant P. Strimel authored at least 36 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Max-Margin Transducer Loss: Improving Sequence-Discriminative Training Using a Large-Margin Learning Strategy.

Rupak Vignesh Swaminathan, Grant P. Strimel, Ariya Rastrow, Sri Harish Mallidi, Kai Zhen, Hieu Duy Nguyen, Nathan Susanj, Athanasios Mouchtaris

Proceedings of the IEEE International Conference on Acoustics, 2024

Multi-Modal Retrieval For Large Language Model Based Speech Recognition.

Aditya Gourav, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Grant P. Strimel, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Search Optimization with Query Likelihood Boosting and Two-Level Approximate Search for Edge Devices.

Jianwei Zhang, Helian Feng, Xin He, Grant P. Strimel, Farhad Ghassemi, Ali Kebarighotbi

CoRR, 2023

Conmer: Streaming Conformer Without Self-attention for Interactive Voice Assistants.

Martin Radfar, Paulina Lyskawa, Brandon Trujillo, Yi Xie, Kai Zhen, Jahn Heymann, Denis Filimonov, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Model-Internal Slot-triggered Biasing for Domain Expansion in Neural Transducer ASR Models.

Yiting Lu, Philip Harding, Kanthashree Mysore Sathyendra, Sibo Tong, Xuandi Fu, Jing Liu, Feng-Ju Chang, Simon Wiesler, Grant P. Strimel

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers.

Grant P. Strimel, Yi Xie, Brian John King, Martin Radfar, Ariya Rastrow, Athanasios Mouchtaris

Proceedings of the International Conference on Machine Learning, 2023

Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition.

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

Proceedings of the IEEE International Conference on Acoustics, 2023

Procter: Pronunciation-Aware Contextual Adapter For Personalized Speech Recognition In Neural Transducers.

Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant P. Strimel, Andreas Stolcke, Ivan Bulyko

Proceedings of the IEEE International Conference on Acoustics, 2023

Multilingual End-To-End Spoken Language Understanding For Ultra-Low Footprint Applications.

Markus Müller, Anastasios Alexandridis, Zach Trozenski, Joel Whiteman, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Siegfried Kunzmann

Proceedings of the IEEE International Conference on Acoustics, 2023

Robust Acoustic And Semantic Contextual Biasing In Neural Transducers For Speech Recognition.

Xuandi Fu, Kanthashree Mysore Sathyendra, Ankur Gandhe, Jing Liu, Grant P. Strimel, Ross McGowan, Athanasios Mouchtaris

Proceedings of the IEEE International Conference on Acoustics, 2023

Dialog Act Guided Contextual Adapter for Personalized Speech Recognition.

Feng-Ju Chang, Thejaswi Muniyappa, Kanthashree Mysore Sathyendra, Kai Wei, Grant P. Strimel, Ross McGowan

Proceedings of the IEEE International Conference on Acoustics, 2023

Gated Contextual Adapters For Selective Contextual Biasing In Neural Transducers.

Anastasios Alexandridis, Kanthashree Mysore Sathyendra, Grant P. Strimel, Feng-Ju Chang, Ariya Rastrow, Nathan Susanj, Athanasios Mouchtaris

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Latency Control for Keyword Spotting.

Christin Jose, Joseph Wang, Grant P. Strimel, Mohammad Omar Khursheed, Yuriy Mishchenko, Brian Kulis

CoRR, 2022

A neural prosody encoder for end-ro-end dialogue act classification.

Kai Wei, Dillon Knox, Martin Radfar, Thanh Tran, Markus Müller, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Maurizio Omologo

CoRR, 2022

Sub-8-Bit Quantization for On-Device Speech Recognition: A Regularization-Free Approach.

Kai Zhen, Martin Radfar, Hieu Duy Nguyen, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Accelerator-Aware Training for Transducer-Based Speech Recognition.

Suhaila M. Shakiah, Rupak Vignesh Swaminathan, Hieu Duy Nguyen, Raviteja Chinta, Tariq Afzal, Nathan Susanj, Athanasios Mouchtaris, Grant P. Strimel, Ariya Rastrow

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Compute Cost Amortized Transformer for Streaming ASR.

Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian John King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition.

Martin Radfar, Rohit Barnwal, Rupak Vignesh Swaminathan, Feng-Ju Chang, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Latency Control for Keyword Spotting.

Christin Jose, Joe Wang, Grant P. Strimel, Mohammad Omar Khursheed, Yuriy Mishchenko, Brian Kulis

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

A Neural Prosody Encoder for End-to-End Dialogue Act Classification.

Kai Wei, Dillon Knox, Martin Radfar, Thanh Tran, Markus Müller, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Maurizio Omologo

Proceedings of the IEEE International Conference on Acoustics, 2022

Contextual Adapters for Personalized Speech Recognition in Neural Transducers.

Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Feng-Ju Chang, Jing Liu, Jinru Su, Grant P. Strimel, Athanasios Mouchtaris, Siegfried Kunzmann

Proceedings of the IEEE International Conference on Acoustics, 2022

Multi-Task RNN-T with Semantic Decoder for Streamable Spoken Language Understanding.

Xuandi Fu, Feng-Ju Chang, Martin Radfar, Kai Wei, Jing Liu, Grant P. Strimel, Kanthashree Mysore Sathyendra

Proceedings of the IEEE International Conference on Acoustics, 2022

TINYS2I: A Small-Footprint Utterance Classification Model with Contextual Support for On-Device SLU.

Anastasios Alexandridis, Kanthashree Mysore Sathyendra, Grant P. Strimel, Pavel Kveton, Jon Webb, Athanasios Mouchtaris

Proceedings of the IEEE International Conference on Acoustics, 2022

Caching Networks: Capitalizing on Common Speech for ASR.

Anastasios Alexandridis, Grant P. Strimel, Ariya Rastrow, Pavel Kveton, Jon Webb, Maurizio Omologo, Siegfried Kunzmann, Athanasios Mouchtaris

Proceedings of the IEEE International Conference on Acoustics, 2022

Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding.

Thanh Tran, Kai Wei, Weitong Ruan, Ross McGowan, Nathan Susanj, Grant P. Strimel

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

CoDERT: Distilling Encoder Representations with Co-Learning for Transducer-Based Speech Recognition.

Rupak Vignesh Swaminathan, Brian John King, Grant P. Strimel, Jasha Droppo, Athanasios Mouchtaris

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

SmallER: Scaling Neural Entity Resolution for Edge Devices.

Ross McGowan, Jinru Su, Vince DiCocco, Thejaswi Muniyappa, Grant P. Strimel

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Amortized Neural Networks for Low-Latency Speech Recognition.

Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Learning a Neural Diff for Speech Models.

Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization.

Jon Macoskey, Grant P. Strimel, Ariya Rastrow

Proceedings of the IEEE International Conference on Acoustics, 2021

Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding.

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

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

Rescore in a Flash: Compact, Cache Efficient Hashing Data Structures for n-Gram Language Models.

Grant P. Strimel, Ariya Rastrow, Gautam Tiwari, Adrien Piérard, Jon Webb

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Semantic Complexity in End-to-End Spoken Language Understanding.

Joseph P. McKenna, Samridhi Choudhary, Michael Saxon, Grant P. Strimel, Athanasios Mouchtaris

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

2018

Statistical Model Compression for Small-Footprint Natural Language Understanding.

Grant P. Strimel, Kanthashree Mysore Sathyendra, Stanislav Peshterliev

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

2014

Coverage planning with finite resources.

Grant P. Strimel, Manuela M. Veloso

Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

2013

Toward Interactive Grounded Language Acqusition.

Thomas Kollar, Jayant Krishnamurthy, Grant P. Strimel

Proceedings of the Robotics: Science and Systems IX, Technische Universität Berlin, Berlin, Germany, June 24, 2013