On efficient training of word classes and their application to recurrent neural network language models. - Rami Botros; Kazuki Irie; Martin Sundermeyer; Hermann Ney (INTERSPEECH, 2015)

A deep learning approach to traffic lights: Detection, tracking, and classification. - Karsten Behrendt; Libor Novak; Rami Botros (ICRA, 2017)

A Neural Network Based Ranking Framework to Improve ASR with NLU Related Knowledge Deployed. - Zhengyu Zhou; Xuchen Song; Rami Botros; Lin Zhao (ICASSP, 2019)

Connecting and Comparing Language Model Interpolation Techniques. - Ernest Pusateri; Christophe Van Gysel; Rami Botros; Sameer Badaskar; Mirko Hannemann; Youssef Oualil; Ilya Oparin (INTERSPEECH, 2019)

Tied & Reduced RNN-T Decoder. - Rami Botros; Tara N. Sainath; Robert David; Emmanuel Guzman; Wei Li 133; Yanzhang He (Interspeech, 2021)

An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling. - 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 028; et al. (Interspeech, 2021)

Improving The Latency And Quality Of Cascaded Encoders. - Tara N. Sainath; Yanzhang He; Arun Narayanan; Rami Botros; Weiran Wang; David Qiu; Chung-Cheng Chiu; Rohit Prabhavalkar; Alexander Gruenstein; Anmol Gulati; Bo Li 028; David Rybach; et al. (ICASSP, 2022)

A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes. - Shaojin Ding; Weiran Wang; Ding Zhao; Tara N. Sainath; Yanzhang He; Robert David; Rami Botros; Xin Wang 016; Rina Panigrahy; Qiao Liang 001; Dongseong Hwang; Ian McGraw; et al. (INTERSPEECH, 2022)

Lego-Features: Exporting Modular Encoder Features for Streaming and Deliberation ASR. - Rami Botros; Rohit Prabhavalkar; Johan Schalkwyk; Ciprian Chelba; Tara N. Sainath; Françoise Beaufays (ICASSP, 2023)

Practical Conformer: Optimizing size, speed and flops of Conformer for on-Device and cloud ASR. - Rami Botros; Anmol Gulati; Tara N. Sainath; Krzysztof Choromanski; Ruoming Pang; Trevor Strohman; Weiran Wang; Jiahui Yu (CoRR, 2023)

Anatomy of Industrial Scale Multilingual ASR. - 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; et al. (CoRR, 2024)