Search Results for author: Erik Edwards

Found 5 papers, 0 papers with code

On Neural Phone Recognition of Mixed-Source ECoG Signals

no code implementations12 Dec 2019 Ahmed Hussen Abdelaziz, Shuo-Yiin Chang, Nelson Morgan, Erik Edwards, Dorothea Kolossa, Dan Ellis, David A. Moses, Edward F. Chang

The emerging field of neural speech recognition (NSR) using electrocorticography has recently attracted remarkable research interest for studying how human brains recognize speech in quiet and noisy surroundings.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

An automated medical scribe for documenting clinical encounters

no code implementations NAACL 2018 Gregory Finley, Erik Edwards, Am Robinson, a, Michael Brenndoerfer, Najmeh Sadoughi, James Fone, Nico Axtmann, Mark Miller, David Suendermann-Oeft

A medical scribe is a clinical professional who charts patient{--}physician encounters in real time, relieving physicians of most of their administrative burden and substantially increasing productivity and job satisfaction.

speaker-diarization Speaker Diarization +3

From dictations to clinical reports using machine translation

no code implementations NAACL 2018 Gregory Finley, Wael Salloum, Najmeh Sadoughi, Erik Edwards, Am Robinson, a, Nico Axtmann, Michael Brenndoerfer, Mark Miller, David Suendermann-Oeft

A typical workflow to document clinical encounters entails dictating a summary, running speech recognition, and post-processing the resulting text into a formatted letter.

Machine Translation Punctuation Restoration +3

Deep Learning for Punctuation Restoration in Medical Reports

no code implementations WS 2017 Wael Salloum, Greg Finley, Erik Edwards, Mark Miller, David Suendermann-Oeft

In clinical dictation, speakers try to be as concise as possible to save time, often resulting in utterances without explicit punctuation commands.

Punctuation Restoration Speech Recognition

Automated Preamble Detection in Dictated Medical Reports

no code implementations WS 2017 Wael Salloum, Greg Finley, Erik Edwards, Mark Miller, David Suendermann-Oeft

Dictated medical reports very often feature a preamble containing metainformation about the report such as patient and physician names, location and name of the clinic, date of procedure, and so on.

Speech Recognition Word Embeddings

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