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most citedGranite-speech: open-source speech-aware LLMs with strong English ASR capabilities

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cs.CL2022

Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing

Xiaodong Cui, George Saon, Tohru Nagano +4

We introduce two techniques, length perturbation and n-best based label smoothing, to improve generalization of deep neural network (DNN) acoustic models for automatic speech recog…