Papers by Clinton Mbataku
AccentFold: A Journey through African Accents for Zero-Shot ASR Adaptation to Target Accents (2024.findings-eacl)
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| Challenge: | AccentFold uses spatial relationships to improve speech recognition for accented speech . existing methods for accent recognition have been limited due to data scarcity and budget constraints . |
| Approach: | They propose a method that exploits spatial relationships between learned accent embeddings to improve downstream automatic speech recognition. |
| Outcome: | The proposed method outperforms baseline methods in accented speech training. |