60 citations · 170 across the 14 of their papers we have counts for
3 papers · 1 filter
Dynamic Evaluation of Neural Sequence Models
Ben Krause, Emmanuel Kahembwe, Iain Murray +1
We present methodology for using dynamic evaluation to improve neural sequence models. Models are adapted to recent history via a gradient descent based mechanism, causing them to…
WERd: Using Social Text Spelling Variants for Evaluating Dialectal Speech Recognition
Ahmed Ali, Preslav Nakov, Peter Bell +1
We study the problem of evaluating automatic speech recognition (ASR) systems that target dialectal speech input. A major challenge in this case is that the orthography of dialects…
Speech Recognition Challenge in the Wild: Arabic MGB-3
Ahmed Ali, Stephan Vogel, Steve Renals
This paper describes the Arabic MGB-3 Challenge - Arabic Speech Recognition in the Wild. Unlike last year's Arabic MGB-2 Challenge, for which the recognition task was based on more…