#data augmentation

Improving Spoken Language Identification with Map-Mix

2023-06-04 Shangeth Rajaa, Kriti Anandan, Swaraj Dalmia, Tarun Gupta, Eng Siong Chng ICASSP 2023 — IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 1–5

#Voice AI #Speech #Language Identification #Data Augmentation

Map-Mix: a data augmentation approach using model training dynamics to guide latent mixup sampling, giving ~2% weighted F1 improvement on low-resource dialect classification.

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