We operationalized the question by submitting the chosen test data to the same vendor-based transcription pipeline that is used at Microsoft for production data (for model training and internal evaluation purposes), and then comparing the results to ASR system output under the NIST scoring protocol.  
 Question: what standard speech transcription pipeline was used?
pipeline that is used at Microsoft for production data