[ma2rten]

Why does data for speech recognition need to be prefect. That's certainly not the case for other machine learning applications. Can you train the less clean data and fine-tune on a clean subset?

[dabinat]

Well that was kind of my point: you need to manually figure out what’s clean and what isn’t.

[ma2rten]

But it's easy to do that for a small subset for finetuning compared to cleaning up the entire dataset.