6 citations · 20 across the 6 of their papers we have counts for
3 papers · 1 filter
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training
Sameer Khurana, Niko Moritz, Takaaki Hori +1
The performance of automatic speech recognition (ASR) systems typically degrades significantly when the training and test data domains are mismatched. In this paper, we show that s…
Multi-Pass Transformer for Machine Translation
Peng Gao, Chiori Hori, Shijie Geng +2
In contrast with previous approaches where information flows only towards deeper layers of a stack, we consider a multi-pass transformer (MPT) architecture in which earlier layers…
Cycle-consistency training for end-to-end speech recognition
Takaaki Hori, Ramon Astudillo, Tomoki Hayashi +3
This paper presents a method to train end-to-end automatic speech recognition (ASR) models using unpaired data. Although the end-to-end approach can eliminate the need for expert k…