1 citations · 1 across the 1 of their papers we have counts for
3 papers
Bootstrap an end-to-end ASR system by multilingual training, transfer learning, text-to-text mapping and synthetic audio
Manuel Giollo, Deniz Gunceler, Yulan Liu +1
Bootstrapping speech recognition on limited data resources has been an area of active research for long. The recent transition to all-neural models and end-to-end (E2E) training br…
Using Synthetic Audio to Improve The Recognition of Out-Of-Vocabulary Words in End-To-End ASR Systems
Xianrui Zheng, Yulan Liu, Deniz Gunceler +1
Today, many state-of-the-art automatic speech recognition (ASR) systems apply all-neural models that map audio to word sequences trained end-to-end along one global optimisation cr…
Exploring attention mechanism for acoustic-based classification of speech utterances into system-directed and non-system-directed
Atta Norouzian, Bogdan Mazoure, Dermot Connolly +1
Voice controlled virtual assistants (VAs) are now available in smartphones, cars, and standalone devices in homes. In most cases, the user needs to first "wake-up" the VA by saying…