Papers by Chijioke Mgbahurike
Modeling Gender and Dialect Bias in Automatic Speech Recognition (2024.findings-emnlp)
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| Challenge: | Dialect and gender-based biases have become an area of concern in language-dependent AI systems. |
| Approach: | They construct a podcast audio dataset and evaluate its performance . they then refine the models to better understand how finetuning can impact performance. |
| Outcome: | The proposed model improves on 13 hours of podcast audio transcribed by speakers of four US-based English dialects. |