Few-Shot Synthetic Accented Speech for ASR Fine-Tuning: What Helps and When?
少样本合成方言语音用于ASR微调:什么有助于什么?
机构 * University of Washington(华盛顿大学)
AI总结 研究比较了合成方言语音在ASR微调中的有效性,发现随机音素扰动比目标方言音素编辑更有效,且真实语音与合成语音混合可稳定低资源微调。
Comments Accepted as a contributed talk and poster at the ICML 2026 Workshop on Machine Learning for Audio