Rohit Prabhavalkar

Streaming End-to-end Speech Recognition for Mobile Devices

Yanzhang He, Tara N. Sainath, Rohit Prabhavalkar et al. · 2019 · 599 citations

E2e Models, Engineering, Machine Learning +21

Exploring architectures, data and units for streaming end-to-end speech recognition with RNN-transducer

Kanishka Rao, Haşim Sak, Rohit Prabhavalkar · 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) · 2017 · 368 citations

Engineering, Machine Learning, Acoustic Model +22

A Comparison of Sequence-to-Sequence Models for Speech Recognition

Rohit Prabhavalkar, Kanishka Rao, Tara N. Sainath et al. · 2017 · 315 citations

Natural Language Processing, Engineering, Health Sciences +8

A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency

Tara N. Sainath, Yanzhang He, Bo Li et al. · 2020 · 201 citations

Engineering, Computer Architecture, Word Error Rate +25

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling

Jonathan Shen, Patrick Nguyen, Yonghui Wu et al. · arXiv (Cornell University) · 2019 · 183 citations · Full text

Engineering, Machine Learning, Tensorflow Framework +16