Contextual Adapters for Personalized Speech Recognition in Neural Transducers

no code implementations • 26 May 2022 • Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Feng-Ju Chang, Jing Liu, Jinru Su, Grant P. Strimel, Athanasios Mouchtaris, Siegfried Kunzmann

Personal rare word recognition in end-to-end Automatic Speech Recognition (E2E ASR) models is a challenge due to the lack of training data.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Amortized Neural Networks for Low-Latency Speech Recognition

no code implementations • 3 Aug 2021 • Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow

We apply AmNets to the Recurrent Neural Network Transducer (RNN-T) to reduce compute cost and latency for an automatic speech recognition (ASR) task.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1