Retrain a previously trained model on custom speech portal
I had previously trained a custom speech model and I trying to retrain that model but I am not seeing an option to retrain it, It only gives me an option to train the baseline model.
Archer Zhao commented
Hi Lokesh, thank you for the feedback.
Currently all the trainings have to start from a baseline model, which means you cannot incrementally retrain on top of a trained model. It's decided by the training pipeline and the model structure, to get best accuracy gain and avoid domain bias.
So if you want to retrain and get better accuracy, suggest to use all the historical training data together with your new added training data to start a new training based on the latest baseline.
Besides, the baseline models would continuously update every several months and provide best-in-class performance.
Thanks again for the feedback, and let us know if you have further questions/ideas.