okuparinen/SKN_300m_detailed

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This is a fine-tuned model for automatic dialectal transcription of Finnish dialect recordings. The model is based on a model trained on colloquial Finnish: GetmanY1/wav2vec2-large-fi-lp-cont-pt. The model has been finetuned on old Finnish dialect recordings and their corresponding transcriptions in the Uralic Phonetic Alphabet. This model outputs detailed transcription. The audio recordings are sampled at 16kHz.

Model Sources [optional]

• Paper [optional]: TBA

Uses

You can use this model for automatic dialectal transcription of Finnish dialects. Note that this model does not produce standard Finnish text.

How to Get Started with the Model

Use the code below to get started with the model.

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Training Details

Training Data

The training data is an utterance-level version of the Samples of Spoken Finnish corpus. The utterance-level version is available at okuparinen/skn.

Training Procedure

Preprocessing [optional]

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Training Hyperparameters

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Speeds, Sizes, Times [optional]

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Evaluation

Testing Data, Factors & Metrics

Testing Data

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Factors

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Metrics

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Results

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Summary

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