Sofia Kostandian – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-08-22T18:25:43Z http://www.open-lab.net/blog/feed/ Sofia Kostandian <![CDATA[Developing Robust Georgian Automatic Speech Recognition with FastConformer Hybrid Transducer CTC BPE]]> http://www.open-lab.net/blog/?p=85835 2024-08-22T18:25:43Z 2024-08-05T16:52:11Z Building an effective automatic speech recognition (ASR) model for underrepresented languages presents unique challenges due to limited data resources.  In...]]>

Building an effective automatic speech recognition (ASR) model for underrepresented languages presents unique challenges due to limited data resources. In this post, I discuss the best practices for preparing the dataset, configuring the model, and training it effectively. I also discuss the evaluation metrics and the encountered challenges. By following these practices…

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