Papers by Kavya Manohar
What is lost in Normalization? Exploring Pitfalls in Multilingual ASR Model Evaluations (2024.emnlp-main)
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| Challenge: | Existing text normalization routines that target Indic scripts are flawed when applied to multilingual automatic speech recognition models. |
| Approach: | They propose to develop text normalization routines that leverage native linguistic expertise to ensure more robust and accurate evaluations of multilingual automatic speech recognition models. |
| Outcome: | The proposed normalization routines can be leveraged to improve performance metrics for Indic languages. |