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@@ -9,7 +9,7 @@ CHATWhisper is a series of ASR models specifically designed for the task for Lan
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  The models are based on `openai/whisper-large-v2` trained using an alpha=32, rank=16 LoRA. We will update the model card with evaluation performance shortly.
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  ## Usage
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- The models can be used directly as a Whisper-class ASR model following the [same instructions](https://huggingface.co/openai/whisper-base) released by OpenAI. 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 with the `--whisper` flag.
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  ## Data
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  The models are trained with a combination of English Control Protocol samples from [the AphasiaBank corpus](https://aphasia.talkbank.org/) of conversational speech from three seperate corpora.
 
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  The models are based on `openai/whisper-large-v2` trained using an alpha=32, rank=16 LoRA. We will update the model card with evaluation performance shortly.
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  ## Usage
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+ The models can be used directly as a Whisper-class ASR model following the [same instructions](https://huggingface.co/openai/whisper-base) released by OpenAI. 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/batchalign2), using `transcribe` mode with the `--whisper` flag.
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  ## Data
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  The models are trained with a combination of English Control Protocol samples from [the AphasiaBank corpus](https://aphasia.talkbank.org/) of conversational speech from three seperate corpora.