A prototype for interactive speech transcription balancing error and supervision effort
Isaias Sanchez-Cortina, Nicolás Serrano, Alberto Sanchís, Alfons Juan · 2012
A system to transcribe speech data is presented following an interactive paradigm in which both, the system produces automatically speech transcriptions and the user is assisted by the system to amend output errors as efficiently as possible. Partially supervised transcriptions with a tolerance error fixed by the user are used to incrementally adapt the underlying system models. The prototype uses a simple yet effective method to find an optimal balance between recognition error and supervision effort.