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README.md
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## Usage
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The models can be used directly as a Bert-class token classification model following the [instructions from Huggingface](https://huggingface.co/docs/transformers/tasks/token_classification). Feel free to inspect [this file](https://github.com/TalkBank/batchalign/blob/73ec04761ed3ee2eba04ba0cf14dc898f88b72f7/baln/utokengine.py#L85-L94) for a sense of what the classes means. Alternatively, to get the full analysis possible with the model, it is best combined with the TalkBank Batchalign suite of analysis software, [available here](https://github.com/talkbank/batchalign), using `transcribe` mode.
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## Usage
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The models can be used directly as a Bert-class token classification model following the [instructions from Huggingface](https://huggingface.co/docs/transformers/tasks/token_classification). Feel free to inspect [this file](https://github.com/TalkBank/batchalign/blob/73ec04761ed3ee2eba04ba0cf14dc898f88b72f7/baln/utokengine.py#L85-L94) for a sense of what the classes means. Alternatively, to get the full analysis possible with the model, it is best combined with the TalkBank Batchalign suite of analysis software, [available here](https://github.com/talkbank/batchalign), using `transcribe` mode.
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Target labels:
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- `0`: regular form
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- `1`: start of utterance/capitalized word
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- `2`: end of declarative utterance (end this utterance with a `.`)
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- `3`: end of interrogative utterance (end this utterance with a `?`)
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- `4`: end of exclamatory utterance (end this utterance with a `!`)
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- `5`: break in the utterance; depending on orthography one can insert a `,`
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