A deep learning approach to traffic lights: Detection, tracking, and classification K Behrendt, L Novak, R Botros 2017 IEEE International Conference on Robotics and Automation (ICRA), 1370-1377, 2017 | 325 | 2017 |
System and method for ranking of hybrid speech recognition results with neural networks Z Zhou, R Botros US Patent 10,170,110, 2019 | 211 | 2019 |
Tied & reduced rnn-t decoder R Botros, TN Sainath, R David, E Guzman, W Li, Y He arXiv preprint arXiv:2109.07513, 2021 | 59 | 2021 |
An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling. TN Sainath, Y He, A Narayanan, R Botros, R Pang, D Rybach, C Allauzen, ... Interspeech 8, 1777-1781, 2021 | 47 | 2021 |
Improving the latency and quality of cascaded encoders TN Sainath, Y He, A Narayanan, R Botros, W Wang, D Qiu, CC Chiu, ... ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 26 | 2022 |
On efficient training of word classes and their application to recurrent neural network language models. R Botros, K Irie, M Sundermeyer, H Ney Interspeech, 1443-1447, 2015 | 22 | 2015 |
A unified cascaded encoder asr model for dynamic model sizes S Ding, W Wang, D Zhao, TN Sainath, Y He, R David, R Botros, X Wang, ... arXiv preprint arXiv:2204.06164, 2022 | 16 | 2022 |
Connecting and comparing language model interpolation techniques E Pusateri, C Van Gysel, R Botros, S Badaskar, M Hannemann, Y Oualil, ... arXiv preprint arXiv:1908.09738, 2019 | 14 | 2019 |
A Neural Network Based Ranking Framework to Improve ASR with NLU Related Knowledge Deployed Z Zhou, X Song, R Botros, L Zhao ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 3 | 2019 |
Anatomy of industrial scale multilingual ASR FMC Ramirez, L Chkhetiani, A Ehrenberg, R McHardy, R Botros, Y Khare, ... arXiv preprint arXiv:2404.09841, 2024 | 2 | 2024 |
Lego-Features: Exporting modular encoder features for streaming and deliberation ASR R Botros, R Prabhavalkar, J Schalkwyk, C Chelba, TN Sainath, ... ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 2 | 2023 |
Practical Conformer: Optimizing size, speed and flops of Conformer for on-Device and cloud ASR R Botros, A Gulati, TN Sainath, K Choromanski, R Pang, T Strohman, ... arXiv preprint arXiv:2304.00171, 2023 | 2 | 2023 |
Optimizing Inference Performance for Conformer TN Sainath, R Botros, A Gulati, K Choromanski, R Pang, T Strohman, ... US Patent App. 17/936,547, 2023 | 1 | 2023 |
Tied and reduced rnn-t R Botros, T Sainath US Patent App. 18/779,894, 2024 | | 2024 |
Efficient streaming non-recurrent on-device end-to-end model T Sainath, A Narayanan, R Botros, Y He, E Variani, C Allauzen, D Rybach, ... US Patent App. 18/772,263, 2024 | | 2024 |
Exporting modular encoder features for streaming and deliberation asr RMF Botros, RP Prabhavalkar, J Schalkwyk, TN Sainath, CI Chelba, ... US Patent App. 18/494,763, 2024 | | 2024 |
Tied and reduced rnn-t R Botros, T Sainath US Patent App. 18/347,842, 2023 | | 2023 |
Efficient streaming non-recurrent on-device end-to-end model T Sainath, A Narayanan, R Botros, Y He, E Variani, C Allauzen, D Rybach, ... US Patent App. 18/336,211, 2023 | | 2023 |
Unified Cascaded Encoder ASR model for Dynamic Model Sizes S Ding, Y He, X Wang, W Wang, T Strohman, TN Sainath, ... US Patent App. 18/182,925, 2023 | | 2023 |
Tied and reduced RNN-T R Botros, T Sainath US Patent 11,727,920, 2023 | | 2023 |