Grant P. Strimel

59 papers A* 3A 14C 1Misc 13Journal 23Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Context-aware Dynamic Pruning for Speech Foundation Models. ICLR Masao Someki, Yifan Peng, Siddhant Arora, Markus Müller, Athanasios Mouchtaris, Grant P. Strimel, Jing Liu, Shinji Watanabe
2025	—	`conf`	SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning. ACL (1) Prabhat Pandey, Rupak Vignesh Swaminathan, K. V. Vijay Girish, Arunasish Sen, Jian Xie, Grant P. Strimel, Andreas Schwarz
2025	J	`jnl`	SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning. CoRR Prabhat Pandey, Rupak Vignesh Swaminathan, K. V. Vijay Girish, Arunasish Sen, Jian Xie, Grant P. Strimel, Andreas Schwarz
2025	A	`conf`	Universal Semantic Disentangled Privacy-preserving Speech Representation Learning. INTERSPEECH Biel Tura Vecino, Subhadeep Maji, Aravind Varier, Antonio Bonafonte, Ivan Valles, Michael Owen, Constantinos Papayiannis, Leif Rädel, Grant P. Strimel, Oluwaseyi Feyisetan, Roberto Barra-Chicote, Ariya Rastrow, Volker Leutnant, Trevor Wood
2025	J	`jnl`	Universal Semantic Disentangled Privacy-preserving Speech Representation Learning. CoRR Biel Tura Vecino, Subhadeep Maji, Aravind Varier, Antonio Bonafonte, Ivan Valles, Michael Owen, Leif Rädel, Grant P. Strimel, Seyi Feyisetan, Roberto Barra-Chicote, Ariya Rastrow, Constantinos Papayiannis, Volker Leutnant, Trevor Wood
2024	Misc	`conf`	Max-Margin Transducer Loss: Improving Sequence-Discriminative Training Using a Large-Margin Learning Strategy. ICASSP Rupak Vignesh Swaminathan, Grant P. Strimel, Ariya Rastrow, Sri Harish Mallidi, Kai Zhen, Hieu Duy Nguyen, Nathan Susanj, Athanasios Mouchtaris
2024	—	`conf`	Multi-Modal Retrieval For Large Language Model Based Speech Recognition. ACL (Findings) Aditya Gourav, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Grant P. Strimel, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2024	J	`jnl`	Multi-Modal Retrieval For Large Language Model Based Speech Recognition. CoRR Jari Kolehmainen, Aditya Gourav, Prashanth Gurunath Shivakumar, Yile Gu, Ankur Gandhe, Ariya Rastrow, Grant P. Strimel, Ivan Bulyko
2023	J	`jnl`	Accelerator-Aware Training for Transducer-Based Speech Recognition. CoRR Suhaila M. Shakiah, Rupak Vignesh Swaminathan, Hieu Duy Nguyen, Raviteja Chinta, Tariq Afzal, Nathan Susanj, Athanasios Mouchtaris, Grant P. Strimel, Ariya Rastrow
2023	A	`conf`	Conmer: Streaming Conformer Without Self-attention for Interactive Voice Assistants. INTERSPEECH Martin Radfar, Paulina Lyskawa, Brandon Trujillo, Yi Xie, Kai Zhen, Jahn Heymann, Denis Filimonov, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris
2023	Misc	`conf`	Dialog Act Guided Contextual Adapter for Personalized Speech Recognition. ICASSP Feng-Ju Chang, Thejaswi Muniyappa, Kanthashree Mysore Sathyendra, Kai Wei, Grant P. Strimel, Ross McGowan
2023	J	`jnl`	Dialog act guided contextual adapter for personalized speech recognition. CoRR Feng-Ju Chang, Thejaswi Muniyappa, Kanthashree Mysore Sathyendra, Kai Wei, Grant P. Strimel, Ross McGowan
2023	Misc	`conf`	Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition. ICASSP 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
2023	J	`jnl`	Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition. CoRR 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
2023	Misc	`conf`	Gated Contextual Adapters For Selective Contextual Biasing In Neural Transducers. ICASSP Anastasios Alexandridis, Kanthashree Mysore Sathyendra, Grant P. Strimel, Feng-Ju Chang, Ariya Rastrow, Nathan Susanj, Athanasios Mouchtaris
2023	A*	`conf`	Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers. ICML Grant P. Strimel, Yi Xie, Brian John King, Martin Radfar, Ariya Rastrow, Athanasios Mouchtaris
2023	A	`conf`	Model-Internal Slot-triggered Biasing for Domain Expansion in Neural Transducer ASR Models. INTERSPEECH Yiting Lu, Philip Harding, Kanthashree Mysore Sathyendra, Sibo Tong, Xuandi Fu, Jing Liu, Feng-Ju Chang, Simon Wiesler, Grant P. Strimel
2023	Misc	`conf`	Multilingual End-To-End Spoken Language Understanding For Ultra-Low Footprint Applications. ICASSP Markus Müller, Anastasios Alexandridis, Zach Trozenski, Joel Whiteman, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Siegfried Kunzmann
2023	J	`jnl`	PROCTER: PROnunciation-aware ConTextual adaptER for personalized speech recognition in neural transducers. CoRR Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant P. Strimel, Andreas Stolcke, Ivan Bulyko
2023	Misc	`conf`	Procter: Pronunciation-Aware Contextual Adapter For Personalized Speech Recognition In Neural Transducers. ICASSP Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant P. Strimel, Andreas Stolcke, Ivan Bulyko
2023	Misc	`conf`	Robust Acoustic And Semantic Contextual Biasing In Neural Transducers For Speech Recognition. ICASSP Xuandi Fu, Kanthashree Mysore Sathyendra, Ankur Gandhe, Jing Liu, Grant P. Strimel, Ross McGowan, Athanasios Mouchtaris
2023	J	`jnl`	Robust Acoustic and Semantic Contextual Biasing in Neural Transducers for Speech Recognition. CoRR Xuandi Fu, Kanthashree Mysore Sathyendra, Ankur Gandhe, Jing Liu, Grant P. Strimel, Ross McGowan, Athanasios Mouchtaris
2023	J	`jnl`	Search Optimization with Query Likelihood Boosting and Two-Level Approximate Search for Edge Devices. CoRR Jianwei Zhang, Helian Feng, Xin He, Grant P. Strimel, Farhad Ghassemi, Ali Kebarighotbi
2022	Misc	`conf`	A Neural Prosody Encoder for End-to-End Dialogue Act Classification. ICASSP Kai Wei, Dillon Knox, Martin Radfar, Thanh Tran, Markus Müller, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Maurizio Omologo
2022	J	`jnl`	A neural prosody encoder for end-ro-end dialogue act classification. CoRR Kai Wei, Dillon Knox, Martin Radfar, Thanh Tran, Markus Müller, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Maurizio Omologo
2022	—	`conf`	Accelerator-Aware Training for Transducer-Based Speech Recognition. SLT Suhaila M. Shakiah, Rupak Vignesh Swaminathan, Hieu Duy Nguyen, Raviteja Chinta, Tariq Afzal, Nathan Susanj, Athanasios Mouchtaris, Grant P. Strimel, Ariya Rastrow
2022	A*	`conf`	Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding. AAAI Thanh Tran, Kai Wei, Weitong Ruan, Ross McGowan, Nathan Susanj, Grant P. Strimel
2022	Misc	`conf`	Caching Networks: Capitalizing on Common Speech for ASR. ICASSP Anastasios Alexandridis, Grant P. Strimel, Ariya Rastrow, Pavel Kveton, Jon Webb, Maurizio Omologo, Siegfried Kunzmann, Athanasios Mouchtaris
2022	A	`conf`	Compute Cost Amortized Transformer for Streaming ASR. INTERSPEECH Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian John King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel
2022	J	`jnl`	Compute Cost Amortized Transformer for Streaming ASR. CoRR Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian John King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel
2022	Misc	`conf`	Contextual Adapters for Personalized Speech Recognition in Neural Transducers. ICASSP Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Feng-Ju Chang, Jing Liu, Jinru Su, Grant P. Strimel, Athanasios Mouchtaris, Siegfried Kunzmann
2022	J	`jnl`	Contextual Adapters for Personalized Speech Recognition in Neural Transducers. CoRR Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Feng-Ju Chang, Jing Liu, Jinru Su, Grant P. Strimel, Athanasios Mouchtaris, Siegfried Kunzmann
2022	A	`conf`	ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition. INTERSPEECH Martin Radfar, Rohit Barnwal, Rupak Vignesh Swaminathan, Feng-Ju Chang, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris
2022	J	`jnl`	ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition. CoRR Martin Radfar, Rohit Barnwal, Rupak Vignesh Swaminathan, Feng-Ju Chang, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris
2022	A	`conf`	Latency Control for Keyword Spotting. INTERSPEECH Christin Jose, Joe Wang, Grant P. Strimel, Mohammad Omar Khursheed, Yuriy Mishchenko, Brian Kulis
2022	J	`jnl`	Latency Control for Keyword Spotting. CoRR Christin Jose, Joseph Wang, Grant P. Strimel, Mohammad Omar Khursheed, Yuriy Mishchenko, Brian Kulis
2022	Misc	`conf`	Multi-Task RNN-T with Semantic Decoder for Streamable Spoken Language Understanding. ICASSP Xuandi Fu, Feng-Ju Chang, Martin Radfar, Kai Wei, Jing Liu, Grant P. Strimel, Kanthashree Mysore Sathyendra
2022	J	`jnl`	Multi-task RNN-T with Semantic Decoder for Streamable Spoken Language Understanding. CoRR Xuandi Fu, Feng-Ju Chang, Martin Radfar, Kai Wei, Jing Liu, Grant P. Strimel, Kanthashree Mysore Sathyendra
2022	—	`conf`	Sub-8-Bit Quantization for On-Device Speech Recognition: A Regularization-Free Approach. SLT Kai Zhen, Martin Radfar, Hieu Duy Nguyen, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris
2022	J	`jnl`	Sub-8-bit quantization for on-device speech recognition: a regularization-free approach. CoRR Kai Zhen, Martin Radfar, Hieu Duy Nguyen, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris
2022	Misc	`conf`	TINYS2I: A Small-Footprint Utterance Classification Model with Contextual Support for On-Device SLU. ICASSP Anastasios Alexandridis, Kanthashree Mysore Sathyendra, Grant P. Strimel, Pavel Kveton, Jon Webb, Athanasios Mouchtaris
2021	A	`conf`	Amortized Neural Networks for Low-Latency Speech Recognition. Interspeech Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow
2021	J	`jnl`	Amortized Neural Networks for Low-Latency Speech Recognition. CoRR Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow
2021	C	`conf`	Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding. ASRU 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
2021	J	`jnl`	Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding. CoRR 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
2021	Misc	`conf`	Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization. ICASSP Jon Macoskey, Grant P. Strimel, Ariya Rastrow
2021	J	`jnl`	Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization. CoRR Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow
2021	A	`conf`	CoDERT: Distilling Encoder Representations with Co-Learning for Transducer-Based Speech Recognition. Interspeech Rupak Vignesh Swaminathan, Brian John King, Grant P. Strimel, Jasha Droppo, Athanasios Mouchtaris
2021	J	`jnl`	CoDERT: Distilling Encoder Representations with Co-learning for Transducer-based Speech Recognition. CoRR Rupak Vignesh Swaminathan, Brian John King, Grant P. Strimel, Jasha Droppo, Athanasios Mouchtaris
2021	A	`conf`	Learning a Neural Diff for Speech Models. Interspeech Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow
2021	J	`jnl`	Learning a Neural Diff for Speech Models. CoRR Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow
2021	A	`conf`	SmallER: Scaling Neural Entity Resolution for Edge Devices. Interspeech Ross McGowan, Jinru Su, Vince DiCocco, Thejaswi Muniyappa, Grant P. Strimel
2020	A	`conf`	Rescore in a Flash: Compact, Cache Efficient Hashing Data Structures for n-Gram Language Models. INTERSPEECH Grant P. Strimel, Ariya Rastrow, Gautam Tiwari, Adrien Piérard, Jon Webb
2020	A	`conf`	Semantic Complexity in End-to-End Spoken Language Understanding. INTERSPEECH Joseph P. McKenna, Samridhi Choudhary, Michael Saxon, Grant P. Strimel, Athanasios Mouchtaris
2020	J	`jnl`	Semantic Complexity in End-to-End Spoken Language Understanding. CoRR Joseph P. McKenna, Samridhi Choudhary, Michael Saxon, Grant P. Strimel, Athanasios Mouchtaris
2018	A	`conf`	Statistical Model Compression for Small-Footprint Natural Language Understanding. INTERSPEECH Grant P. Strimel, Kanthashree Mysore Sathyendra, Stanislav Peshterliev
2018	J	`jnl`	Statistical Model Compression for Small-Footprint Natural Language Understanding. CoRR Grant P. Strimel, Kanthashree Mysore Sathyendra, Stanislav Peshterliev
2014	A	`conf`	Coverage planning with finite resources. IROS Grant P. Strimel, Manuela M. Veloso
2013	—	`conf`	Toward Interactive Grounded Language Acqusition. Robotics: Science and Systems Thomas Kollar, Jayant Krishnamurthy, Grant P. Strimel