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TRILLsson: Efficient Speech Models by chandana panneru is a document available to read on EtoBox.

What is TRILLsson: Efficient Speech Models about?

The document presents TRILLsson, a collection of distilled paralinguistic speech models that are smaller and nearly state-of-the-art, addressing the challenges of deploying large models on resource-constrained devices. Utilizing knowledge distillation on public datasets, the models achieve high accuracy on various tasks while significantly reducing size, with the largest model being less than 15% the size of the original CAP12 model. The results demonstrate that TRILLsson models outperform existing open-sou

Author

chandana panneru

Language

EN