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This is a fine-tuned version of the [Whisper Tiny](https://huggingface.co/openai/whisper-tiny) model by OpenAI, adapted to the **Kalaallisut** (Greenlandic) language. The model has been trained and optimized to handle transcriptions specifically for this language, which is historically underrepresented in speech recognition models.
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### 📚 Training Process
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This model was carefully trained on a dataset of **Kalaallisut** audio files paired with transcriptions. Special care was taken to avoid overfitting, which occurred in earlier versions of this fine-tuning process. After reworking the training approach, including tweaking hyperparameters and employing early stopping to monitor model performance, the final **Word Error Rate (WER)** was reduced significantly to:
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This is a fine-tuned version of the [Whisper Tiny](https://huggingface.co/openai/whisper-tiny) model by OpenAI, adapted to the **Kalaallisut** (Greenlandic) language. The model has been trained and optimized to handle transcriptions specifically for this language, which is historically underrepresented in speech recognition models.
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### 📚 Training Process
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This model still spits gibberish and not good enough. Still gonna add more to this model for a while and see if its improving.
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This model was carefully trained on a dataset of **Kalaallisut** audio files paired with transcriptions. Special care was taken to avoid overfitting, which occurred in earlier versions of this fine-tuning process. After reworking the training approach, including tweaking hyperparameters and employing early stopping to monitor model performance, the final **Word Error Rate (WER)** was reduced significantly to:
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