Get the BEST AI Voice Models by Analyzing Tensorboard for RVC

Hi Jarod! What are the duration of WAV files in 0_gt_wavs and 1_16k_wavs directories after the step 2a? Mine are 3 seconds long. I have quite clean data set, 3 hour long. But it seems that the loss_mel stuck somewhere at 20 after 120 epoches. And the generated voice sounds a bit synthetic.

Can you explain mathematically what the graph is showing? It looks like it’s a ratio between different numbers, but I can’t tell which numbers they are.

Is there a way to conitnue training from the last epoch i stopped ? Lets say in another day after i already closed the app. Thank you

Sorry for the dumb question, but which one of the lines (vertical/horizontal) in thosebgraphs represents my epoch ? How did you which epoch was when you made your comparison with the 70k model ?

How do I get tensorboard on the google colab version?
Everytime, I get an error code and it won't show up

very useful

great stuff!

Hey Jarod, how about a tutorial on creating deepfake or deepface or faceswap videos? I think you could show us how to do it better than others. Thanks

Hi Jarod, thanks for all the good work. I trained for 10000 epochs and checkpointed every 50 epochs and I have not even one model which is low on the graph, they're all on "high" points of the graph. What can I do to get the best one :/ ?

Wait so, can I be watching this tensorboard in realtime to save time and stop training when it flatlines?

Can you ELI5 a simple rule of thumb for choosing how many epochs to train at? I've got a tensorboard graph that goes down to 10k and then starts rising again from 25k to 40k...

What’s a good way to know what octave the training data is in?

For mine it just said NaN on both the smoothed and Value things, how would I change that?

on RVC is the houshou Marine voice alr available?

Hi, sir. Can you create a tutorial on training tortoise TTS for other languages?

wallpaper link?

How can i unistall AI Voice Changer ?

Bro my Buffer is really high and increasing a lot the response time, i've noticed yours stays almost at 0. How do i fix this?

Hi, do you know if the model created with RVC can be reused with other clients for text to speech for example ? In onnx format ?

This is super useful, but for some reason my tensorboard graph does not look as detailed as the one you have. I trained for 200 epochs and checkpointed every 20 epochs, but I am not seeing the graphs plot with that many points I only see about 2 - 3 points (very simplified) vs. what you're seeing with lots of points for each step. I made a fresh conda environment with python 3.9 and latest tensorboard and followed your steps. Any advice?

croissant

When are you testing, are you referencing the index file at all? Is it really needed?

Once again a great tutorial on Ai/Deeplearning wrapped in a really easy for end user to understand!
Also, I notice some of the EN Holo members talked about your video in one of their stream which is pretty cool, maybe this is a question for your Q&A session next time. what are your thought on one of your videos getting their attention and how do you feel about their reaction to it? Keep at it mate and I can't wait for your next videos!

Good job.... but now I'm hearing about rvmpe...?

help, my 6GB 3060 out of VRAm. can i fix that? or should i just cry?

Hello I have a question and I cannot find any solution for this. I have 1277 around 5s wav files for training. On my RTX 3080 it took 13 hours to generate 10 epochs, using 26 batch size. Is it normal for it to take so long with this dataset? I want to train on total 200 epochs, how do I go about it then? On collab, one epoch on the same dataset took few minutes, but I cant use it because the notebook will still terminate to early. I then used a dataset with 200 files but it still took verylong, on 20 files one epoch took mabye 5 mins? I honestly dont know what is the issue.

I just get 'NaN' when training and can't get a clear voice like others get.

hey jarod, thanks for all the videos! i was wondering if you can make a video on how to set it up on roblox, cs:go, val, etc. bceause it isn't seeming to work.

Hey there is there any guide to download the ai soundboard? im kinda new to this thing

how do you create an executable for the tensorboard instead of always typing it manually under vs code?

Python is a terrible language with a terrible platform, yikes.

Great video!
1. Can you explain for once the importance of an index file?
I literally can’t hear the difference.

2. Can I regenerate an index file if I have only the pth file?

Thanks!
You have amazing RVC content.

Hey Jarod, great video! One question though, from what folder did you take the models from step 10k and 70k?

I want to create audiobook with my clone voice for free is there anything to do it? Plz reply

Thanks!! Will be looking forward to the dataset video as well!

Tks you!

Hi can you mix between several models ?

I hope they will be upgraded voice cloning of RVC . This current one is nice but looking forward next generation

Hi Jarods! You can make a tutorial about using RVC without interface? using prompt comands! Because im trying integrade RVC to my pyton code! text to speak default and default to RVC. thanks

So hyped for the dataset analysis video man, keep it up!

good as always

Can we increase the limit of epoch numbers from 1000 to more in offline training. If yes then please guide me. Thank you🙂

Can we increase the limit of epoch numbers from 1000 to more in offline training. If yes then please guide me. Thank you🙂

Good video!! I like your content about rcv (although I don't know python lol). Which would you say is the best extraction algorithm between harvest, crepe and magio crepe? (I have a good dataset only spoken but I would like to use the AI to do covers)

What's the difference between RVC v1 and RVC v2?

[overtrains it on purpose for the lols]

Thank you, Jarod! ♥

Similar approach I can use in Collab as well right?

Have you played with mangio crepe v2 at all? I was running it on colab and it had tensorboard built in. It seems like everybody is using it now but I don't know that I was getting much better/faster results. Just curious if you haven't gotten around to messing with it or if you think RVC v1 is better.
Thanks for the videos, very helpful!