Speech-recognition-for-Polish-language

Purpose of this project is to fit as small as possible model into microcomuputer to make it inference locally.

To find and fix possible issues, program uses python library called language_tool_python

For now there are 2 versions of tunned models.

You can test models on github spaces:

Metrics for specified models tested on polish language from common_voice set:

WER for each model

Inference time plot

Name		Name	Last commit message	Last commit date
Latest commit History 16 Commits
Datasets		Datasets
models/runs		models/runs
README.md		README.md
prepere_dataset.ipynb		prepere_dataset.ipynb
spacy.ipynb		spacy.ipynb
test_file.py		test_file.py
test_folder.py		test_folder.py
test_from_dataset.ipynb		test_from_dataset.ipynb
test_model.ipynb		test_model.ipynb
training_custom_data.ipynb		training_custom_data.ipynb
training_from_dataset.ipynb		training_from_dataset.ipynb
validated.tsv		validated.tsv

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