openspeech-team / openspeech

Open-Source Toolkit for End-to-End Speech Recognition leveraging PyTorch-Lightning and Hydra.
https://openspeech-team.github.io/openspeech/
MIT License
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Can Openspeech be used with UA-Speech for dysarthric people ? #215

Open filbattaglia opened 7 months ago

filbattaglia commented 7 months ago

Good morning. I'm writing a scientific paper and I need to compare the performance of several recognition algorithms/models (such as Conformer, which I read to be supported by openspeech) on the UA-Speech dataset (http://www.isle.illinois.edu/sst/data/UASpeech/).

UA-Speech is a dataset for users affected by disartria. I wonder whether it is possible to test the recognition performance of the openspeech framework on the UA-Speech dataset. Assuming that such operation can be theoretically performed, what steps would be necessary to achieve such result ? How can I elaborate UA-Speech dataset using Openspeech source code base?

Thanks in advance for your help.