Comparison and Analysis of New Curriculum Criteria for End-to-End ASR. (arXiv:2208.05782v1 [eess.AS])

It is common knowledge that the quantity and quality of the training data
play a significant role in the creation of a good machine learning model. In
this paper, we take it one step further and demonstrate that the way the
training examples are arranged is also of crucial importance. Curriculum
Learning is built on the observation that organized and structured assimilation
of knowledge has the ability to enable faster training and better
comprehension. When humans learn to speak, they …

analysis arxiv asr comparison curriculum