Rami Botros

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 15

Top Topics

Language Modelling

Top Venues

Publications

Francis McCann Ramirez, Luka Chkhetiani, Andrew Ehrenberg, Robert McHardy, Rami Botros, Yash Khare, Andrea Vanzo, Taufiquzzaman Peyash, Gabriel Oexle, Michael Liang, Ilya Sklyar, Enver Fakhan, Ahmed Etefy, Daniel McCrystal, Sam Flamini, Domenic Donato, Takuya Yoshioka
Anatomy of Industrial Scale Multilingual ASR. CoRR (2024)
Rami Botros, Rohit Prabhavalkar, Johan Schalkwyk, Ciprian Chelba, Tara N. Sainath, Françoise Beaufays
Lego-Features: Exporting Modular Encoder Features for Streaming and Deliberation ASR. ICASSP (2023)
Rami Botros, Anmol Gulati, Tara N. Sainath, Krzysztof Choromanski, Ruoming Pang, Trevor Strohman, Weiran Wang, Jiahui Yu
Practical Conformer: Optimizing size, speed and flops of Conformer for on-Device and cloud ASR. CoRR (2023)
Rami Botros, Rohit Prabhavalkar, Johan Schalkwyk, Ciprian Chelba, Tara N. Sainath, Françoise Beaufays
Lego-Features: Exporting modular encoder features for streaming and deliberation ASR. CoRR (2023)
Tara N. Sainath, Yanzhang He, Arun Narayanan, Rami Botros, Weiran Wang, David Qiu, Chung-Cheng Chiu, Rohit Prabhavalkar, Alexander Gruenstein, Anmol Gulati, Bo Li, David Rybach, Emmanuel Guzman, Ian McGraw, James Qin, Krzysztof Choromanski, Qiao Liang, Robert David, Ruoming Pang, Shuo-Yiin Chang, Trevor Strohman, W. Ronny Huang, Wei Han, Yonghui Wu, Yu Zhang
Improving The Latency And Quality Of Cascaded Encoders. ICASSP (2022)
Shaojin Ding, Weiran Wang, Ding Zhao, Tara N. Sainath, Yanzhang He, Robert David, Rami Botros, Xin Wang, Rina Panigrahy, Qiao Liang, Dongseong Hwang, Ian McGraw, Rohit Prabhavalkar, Trevor Strohman
A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes. INTERSPEECH (2022)
Shaojin Ding, Weiran Wang, Ding Zhao, Tara N. Sainath, Yanzhang He, Robert David, Rami Botros, Xin Wang, Rina Panigrahy, Qiao Liang, Dongseong Hwang, Ian McGraw, Rohit Prabhavalkar, Trevor Strohman
A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes. CoRR (2022)
Rami Botros, Tara N. Sainath, Robert David, Emmanuel Guzman, Wei Li, Yanzhang He
Tied & Reduced RNN-T Decoder. CoRR (2021)
Tara N. Sainath, Yanzhang He, Arun Narayanan, Rami Botros, Ruoming Pang, David Rybach, Cyril Allauzen, Ehsan Variani, James Qin, Quoc-Nam Le-The, Shuo-Yiin Chang, Bo Li, Anmol Gulati, Jiahui Yu, Chung-Cheng Chiu, Diamantino Caseiro, Wei Li, Qiao Liang, Pat Rondon
An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling. Interspeech (2021)
Rami Botros, Tara N. Sainath, Robert David, Emmanuel Guzman, Wei Li, Yanzhang He
Tied & Reduced RNN-T Decoder. Interspeech (2021)
Ernest Pusateri, Christophe Van Gysel, Rami Botros, Sameer Badaskar, Mirko Hannemann, Youssef Oualil, Ilya Oparin
Connecting and Comparing Language Model Interpolation Techniques. INTERSPEECH (2019)
Ernest Pusateri, Christophe Van Gysel, Rami Botros, Sameer Badaskar, Mirko Hannemann, Youssef Oualil, Ilya Oparin
Connecting and Comparing Language Model Interpolation Techniques. CoRR (2019)
Zhengyu Zhou, Xuchen Song, Rami Botros, Lin Zhao
A Neural Network Based Ranking Framework to Improve ASR with NLU Related Knowledge Deployed. ICASSP (2019)
Karsten Behrendt, Libor Novak, Rami Botros
A deep learning approach to traffic lights: Detection, tracking, and classification. ICRA (2017)
Rami Botros, Kazuki Irie, Martin Sundermeyer, Hermann Ney
On efficient training of word classes and their application to recurrent neural network language models. INTERSPEECH (2015)