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Rami Botros
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Year
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
3252017
System and method for ranking of hybrid speech recognition results with neural networks
Z Zhou, R Botros
US Patent 10,170,110, 2019
2112019
Tied & reduced rnn-t decoder
R Botros, TN Sainath, R David, E Guzman, W Li, Y He
arXiv preprint arXiv:2109.07513, 2021
592021
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
472021
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
262022
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
222015
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
162022
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
142019
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
32019
Anatomy of industrial scale multilingual ASR
FMC Ramirez, L Chkhetiani, A Ehrenberg, R McHardy, R Botros, Y Khare, ...
arXiv preprint arXiv:2404.09841, 2024
22024
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
22023
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
22023
Optimizing Inference Performance for Conformer
TN Sainath, R Botros, A Gulati, K Choromanski, R Pang, T Strohman, ...
US Patent App. 17/936,547, 2023
12023
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
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