Alert button
Picture for Grant P. Strimel

Grant P. Strimel

Alert button

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

Dec 12, 2023
Jianwei Zhang, Helian Feng, Xin He, Grant P. Strimel, Farhad Ghassemi, Ali Kebarighotbi

Figure 1 for Search Optimization with Query Likelihood Boosting and Two-Level Approximate Search for Edge Devices
Figure 2 for Search Optimization with Query Likelihood Boosting and Two-Level Approximate Search for Edge Devices
Figure 3 for Search Optimization with Query Likelihood Boosting and Two-Level Approximate Search for Edge Devices
Figure 4 for Search Optimization with Query Likelihood Boosting and Two-Level Approximate Search for Edge Devices
Viaarxiv icon

Accelerator-Aware Training for Transducer-Based Speech Recognition

May 12, 2023
Suhaila M. Shakiah, Rupak Vignesh Swaminathan, Hieu Duy Nguyen, Raviteja Chinta, Tariq Afzal, Nathan Susanj, Athanasios Mouchtaris, Grant P. Strimel, Ariya Rastrow

Figure 1 for Accelerator-Aware Training for Transducer-Based Speech Recognition
Figure 2 for Accelerator-Aware Training for Transducer-Based Speech Recognition
Figure 3 for Accelerator-Aware Training for Transducer-Based Speech Recognition
Figure 4 for Accelerator-Aware Training for Transducer-Based Speech Recognition
Viaarxiv icon

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

May 09, 2023
Grant P. Strimel, Yi Xie, Brian King, Martin Radfar, Ariya Rastrow, Athanasios Mouchtaris

Figure 1 for Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers
Figure 2 for Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers
Figure 3 for Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers
Figure 4 for Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers
Viaarxiv icon

Robust Acoustic and Semantic Contextual Biasing in Neural Transducers for Speech Recognition

May 09, 2023
Xuandi Fu, Kanthashree Mysore Sathyendra, Ankur Gandhe, Jing Liu, Grant P. Strimel, Ross McGowan, Athanasios Mouchtaris

Figure 1 for Robust Acoustic and Semantic Contextual Biasing in Neural Transducers for Speech Recognition
Figure 2 for Robust Acoustic and Semantic Contextual Biasing in Neural Transducers for Speech Recognition
Figure 3 for Robust Acoustic and Semantic Contextual Biasing in Neural Transducers for Speech Recognition
Figure 4 for Robust Acoustic and Semantic Contextual Biasing in Neural Transducers for Speech Recognition
Viaarxiv icon

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

Apr 05, 2023
Saumya Y. Sahai, Jing Liu, Thejaswi Muniyappa, Kanthashree M. Sathyendra, Anastasios Alexandridis, Grant P. Strimel, Ross McGowan, Ariya Rastrow, Feng-Ju Chang, Athanasios Mouchtaris, Siegfried Kunzmann

Figure 1 for Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition
Figure 2 for Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition
Figure 3 for Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition
Figure 4 for Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition
Viaarxiv icon

Dialog act guided contextual adapter for personalized speech recognition

Mar 31, 2023
Feng-Ju Chang, Thejaswi Muniyappa, Kanthashree Mysore Sathyendra, Kai Wei, Grant P. Strimel, Ross McGowan

Figure 1 for Dialog act guided contextual adapter for personalized speech recognition
Figure 2 for Dialog act guided contextual adapter for personalized speech recognition
Figure 3 for Dialog act guided contextual adapter for personalized speech recognition
Figure 4 for Dialog act guided contextual adapter for personalized speech recognition
Viaarxiv icon

Sub-8-bit quantization for on-device speech recognition: a regularization-free approach

Oct 17, 2022
Kai Zhen, Martin Radfar, Hieu Duy Nguyen, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris

Figure 1 for Sub-8-bit quantization for on-device speech recognition: a regularization-free approach
Figure 2 for Sub-8-bit quantization for on-device speech recognition: a regularization-free approach
Figure 3 for Sub-8-bit quantization for on-device speech recognition: a regularization-free approach
Figure 4 for Sub-8-bit quantization for on-device speech recognition: a regularization-free approach
Viaarxiv icon

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

Sep 29, 2022
Martin Radfar, Rohit Barnwal, Rupak Vignesh Swaminathan, Feng-Ju Chang, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris

Figure 1 for ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition
Figure 2 for ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition
Figure 3 for ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition
Figure 4 for ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition
Viaarxiv icon

Compute Cost Amortized Transformer for Streaming ASR

Jul 05, 2022
Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel

Figure 1 for Compute Cost Amortized Transformer for Streaming ASR
Figure 2 for Compute Cost Amortized Transformer for Streaming ASR
Figure 3 for Compute Cost Amortized Transformer for Streaming ASR
Figure 4 for Compute Cost Amortized Transformer for Streaming ASR
Viaarxiv icon