Aleksandra Antonova – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2023-11-03T07:15:09Z http://www.open-lab.net/blog/feed/ Aleksandra Antonova <![CDATA[Building an Automatic Speech Recognition Model for the Kinyarwanda Language]]> http://www.open-lab.net/blog/?p=56301 2023-11-03T07:15:08Z 2022-10-20T14:30:00Z Speech recognition technology is growing in popularity for voice assistants and robotics, for solving real-world problems through assisted healthcare or...]]>

Speech recognition technology is growing in popularity for voice assistants and robotics, for solving real-world problems through assisted healthcare or education, and more. This is helping democratize access to speech AI worldwide. As labeled datasets for unique, emerging languages become more widely available, developers can build AI applications readily, accurately, and affordably to enhance…

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]]> 0 Aleksandra Antonova <![CDATA[Text Normalization and Inverse Text Normalization with NVIDIA NeMo]]> http://www.open-lab.net/blog/?p=55161 2023-11-03T07:15:09Z 2022-09-16T21:54:42Z Text normalization (TN) converts text from written form into its verbalized form, and it is an essential preprocessing step before text-to-speech (TTS). TN...]]>

Text normalization (TN) converts text from written form into its verbalized form, and it is an essential preprocessing step before text-to-speech (TTS). TN ensures that TTS can handle all input texts without skipping unknown symbols. For example, “$123” is converted to “one hundred and twenty-three dollars.” Inverse text normalization (ITN) is a part of the automatic speech recognition (ASR)…

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