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Attention-projection adapters can dramatically improve dysarthric ASR performance, but simpler models like LoRA often outperform more complex variants in practical applications.
Surprisingly, how speech degrades due to diseases like Parkinson's and ALS follows consistent patterns across languages, offering a universal fingerprint for these conditions.
