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Unified ASR for both children and adults is now achievable with a novel Entropy-Aware routing mechanism that enhances performance across diverse speech domains.
GC-LoRA reduces Word Error Rates by up to 10.9% in challenging acoustic environments while adding minimal trainable parameters.
Achieving state-of-the-art performance with just 10 hours of labeled data, Gumbel-BEARD revolutionizes self-supervised adaptation for speech models in low-resource settings.
