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Documentation Index

Fetch the complete documentation index at: https://www.getmaxim.ai/docs/llms.txt

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WER is a Statistical Metric

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Input

  • Required Inputs:
    • output: The Generated Transcripts given by the model
    • expected_output: Reference transcript text

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Output

  • Result: WER percentage (0–100, lower is better)
  • Reasoning: Brief breakdown of errors (S, D, I) and overall accuracy

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Interpretation

  • 0%: Perfect transcription with no errors
  • Higher percentages: More transcription errors, lower accuracy