Rami Botros

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

Karsten Behrendt, Novák Libor, Rami Botros · 2017 · 261 citations

Automotive Tracking, Engineering, Machine Learning +16

An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling

Tara N. Sainath, Yanzhang He, Arun Narayanan et al. · 2021 · 43 citations

Natural Language Processing, Sequence Modelling, Engineering +14

Tied & Reduced RNN-T Decoder

Rami Botros, Tara N. Sainath, Robert David et al. · 2021 · 26 citations · Full text

Engineering, Machine Learning, Autoencoders +17

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

Rami Botros, Kazuki Irie, Martin Sundermeyer et al. · 2015 · 18 citations

Engineering, Machine Learning, Multilingual Pretraining +21

Improving The Latency And Quality Of Cascaded Encoders

Tara N. Sainath, Yanzhang He, Arun Narayanan et al. · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2022 · 17 citations

Engineering, Machine Learning, Autoencoders +19