By the use of this notebook, you can easily analyze a brand new dataset, find exceptional cases and define your training set.
What we are looking in here is reasonable distribution of instances in terms of sequence-length, audio-length and word-coverage.
This notebook is inspired from https://github.com/MycroftAI/mimic2