Rami Botros

According to our database, Rami Botros authored at least 10 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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

Lego-Features: Exporting Modular Encoder Features for Streaming and Deliberation ASR.

Rami Botros, Rohit Prabhavalkar, Johan Schalkwyk, Ciprian Chelba, Tara N. Sainath, Françoise Beaufays

Proceedings of the IEEE International Conference on Acoustics, 2023

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, Rina Panigrahy, Qiao Liang, Dongseong Hwang, Ian McGraw, Rohit Prabhavalkar, Trevor Strohman

Proceedings of the Interspeech 2022, 2022

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, 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

Proceedings of the IEEE International Conference on Acoustics, 2022

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, Anmol Gulati, Jiahui Yu, Chung-Cheng Chiu, Diamantino Caseiro, Wei Li, Qiao Liang, Pat Rondon

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Tied & Reduced RNN-T Decoder.

Rami Botros, Tara N. Sainath, Robert David, Emmanuel Guzman, Wei Li, Yanzhang He

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

2019

Connecting and Comparing Language Model Interpolation Techniques.

Ernest Pusateri, Christophe Van Gysel, Rami Botros, Sameer Badaskar, Mirko Hannemann, Youssef Oualil, Ilya Oparin

Proceedings of the Interspeech 2019, 2019

A Neural Network Based Ranking Framework to Improve ASR with NLU Related Knowledge Deployed.

Zhengyu Zhou, Xuchen Song, Rami Botros, Lin Zhao

Proceedings of the IEEE International Conference on Acoustics, 2019

2017

A deep learning approach to traffic lights: Detection, tracking, and classification.

Karsten Behrendt, Libor Novak, Rami Botros

Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

2015

On efficient training of word classes and their application to recurrent neural network language models.

Rami Botros, Kazuki Irie, Martin Sundermeyer, Hermann Ney

Proceedings of the INTERSPEECH 2015, 2015