LOPA with SALR achieves RMSE 0.361 on spoken language assessment by enforcing ordinal prototype alignment in latent space from a frozen Whisper encoder.
Un- covering syllable constituents in the self-attention-based speech representations of whisper,
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LOPA: Enhancing Spoken Language Assessment via Latent Ordinal Prototype Alignment
LOPA with SALR achieves RMSE 0.361 on spoken language assessment by enforcing ordinal prototype alignment in latent space from a frozen Whisper encoder.