… We collect and release LibriCrowd, a large-scale crowdsourced dataset of human speech
transcription. We apply the proposed quality improvement method on the collected human …

… This paper presents a novel approach called HTEC to improve human transcription quality.
HTEC is particularly effective in assisting the human annotator as a co-pilot. We benchmark …

… One major advantage of computer-based transcription has been considerable improvement
… of computer-based transcription over conventional human transcription, for which reports …

… accurate thinking is invoked via the poorer quality representation. We present two studies …
poorer quality format of to-be-copied information leads to increased accuracy in transcription …

… the human in the loop in both practice and mind is critical. This paper provides an overview
of human and machine transcription … We observe a general decrease (improvement) in RTF …

… submits the transcription, we compare it against the reference transcripts. The transcription
is accepted only if it is sufficiently accurate, otherwise they are asked to continue to improve it …

… of transcription in H1 human embryonic stem cells (H1 hESCs). We chose these cells because
they were extensively characterized by the human … : to improve the fidelity of transcription. …

… transcription quality is insufficient. Our goal is to improve the human transcription quality via
… We focus on iterative interfaces that allow humans to solve tasks based on an initially given …

… was proposed to improve the transcription word error rate (… ” reference into the transcription
task, better quality control on the … We therefore created a human intelligence task (HIT) based …

… relatively inefficient speed of human transcription compared with … recruited from a quality
improvement initiative investigating … as part of a quality improvement initiative. Chart review was …