# machine-learning
- c
Couch
11/17/2021, 5:06 PMthen you can just use the path to the pretrained relative to the tacotron repo - c
Couch
11/17/2021, 5:09 PMso in the end hparams should look like something like this--hparams=validation_files=list.txt, training_files=list.txt,warm_start=True, checkpoint_path=pretrained_model - c
Couch
11/17/2021, 5:10 PMassuming you are training a small dataset i recommend you use
to avoid slight over fittinglearning_rate=1e-5 - c
Couch
11/17/2021, 5:10 PMthe kind that makes uberduck models pronounce bad - c
Couch
11/17/2021, 5:10 PMOH - c
Couch
11/17/2021, 5:10 PMtacotron only supports tensorflow 1.x sorry - c
Couch
11/17/2021, 5:10 PMi forgor to tell you that - u
user
11/17/2021, 5:11 PMoh ok so do i just pip install tensorflow=1.8 or something - u
user
11/17/2021, 5:11 PMwhich version is best - c
Couch
11/17/2021, 5:11 PMpip install tensorflow-gpu==1.15 - u
user
11/17/2021, 5:11 PMthank you - u
user
11/17/2021, 5:11 PMthis will replace old tensorflow? - c
Couch
11/17/2021, 5:11 PMit should - u
user
11/17/2021, 5:11 PMkk - u
user
11/17/2021, 5:13 PMif i want to train my own model from wavs and list.txt, what do i put for checkpoint_path? - c
Couch
11/17/2021, 5:14 PMfrom scratch? remove checkpoint_path and warm_start - u
user
11/17/2021, 5:15 PMok - c
Couch
11/17/2021, 5:15 PMbut usually training from scratch like that is for people who want to train foreign languages - c
Couch
11/17/2021, 5:16 PMso you don't have to worry about that - u
user
11/17/2021, 5:16 PMoh ok wait so - u
user
11/17/2021, 5:16 PMwhat is the pretrained model for? - u
user
11/17/2021, 5:16 PMit helps it understand english? - c
Couch
11/17/2021, 5:16 PMas a base - u
user
11/17/2021, 5:16 PMohh ok - u
user
11/17/2021, 5:16 PMi will download that now then - c
Couch
11/17/2021, 5:17 PMthe model already knows English so what it does is try to replicate the inflection - c
Couch
11/17/2021, 5:17 PMwhich is effectively voice cloning - c
Couch
11/17/2021, 5:18 PMthat's weird - u
user
11/17/2021, 5:18 PMhmmmmm - c
Couch
11/17/2021, 5:20 PMoh warm start is a different command line argument entirely