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# Transcript Language Models

Transcript language models are language models that are built using the exact or approximate audio transcripts that are to be processed, and therefore contain all the vocabulary used in the audio. Furthermore, the word probabilities are also heavily biased to produce the same word sequences present in the transcripts. Often the result is a very accurate speech-to-text output.

Transcript language models are useful for:

- Transcript alignment
- Confirmation that the transcript text matches the audio well, and a measure of the extent of this match.

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