Artificial intelligence factsheet generation for speech recognition

A system, comprising:

• one or more processors;
• and
• a computer-readable storage medium, coupled to the one or more processors, storing program instructions that, when executed by the one or more processors, cause the one or more processors to perform operations comprising:
• receiving audio data for a user, the audio data containing human speech;
• generating, using a first speech to text model, text data representing the human speech of the audio data;
• identifying a set of transcription errors of the first speech to text model;
• generating a set of artificial intelligence (AI) factsheets describing model metadata for the first speech to text model;
• and
• based on the set of transcription errors and the set of AI factsheets generating a second speech to text model customized to the user.

A computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions being executable by one or more processors to cause the one or more processors to perform operations comprising:

• receiving audio data for a user, the audio data containing human speech;
• generating, using a first speech to text model, text data representing the human speech of the audio data;
• identifying a set of transcription errors of the first speech to text model;
• generating a set of artificial intelligence (AI) factsheets describing model metadata for the first speech to text model;
• and
• based on the set of transcription errors and the set of AI factsheets generating a second speech to text model customized to the user.