Clone Any Voice - RVC Google Colab Free Train & Inference ( Full Tutorial )

[@turkce-cocuk-sarkisi]

Brother, you are the king of this business. I love you, I send you greetings and love from Turkey.

[@BahaaAI]

You're welcome 🤗

[@ene76]

Türkiye*

[@muratacar2182]

the most explanatory and useful tutorial I have ever seen

[@EpicFacts-D]

Bro❤ , Its work perfectly . love you bro. Please dont remove that ever. Voice clone sites get lot of money to clone voice but this is awesome. plz bro dont delete this ❤

[@BahaaAI]

Thanks for your comment 🌷, I will do my best to keep it online and working 👍

[@Devon_38]

Works like a charm! Thank you so much for this! :)

[@BahaaAI]

You welcome 🌷

[@tinyti22222]

Omg. Epic man. Its work. Greetings from Germany

[@BahaaAI]

Thanks 🌷

[@mastramoonlight]

This only works the first time for each account. I do not understand why. From the second time onwards it becomes very slow. Anyway, finally something that actually works. Really amazing. Of all the video tutorials I've tried so far, this is the only one that really works! Never mind, I'll have to spend time creating different Google accounts.

[@BahaaAI]

Hi, thanks for your comment 🌷 Yes you may need to use different Gmails on Google colab, as Google colab sets DAILY limits on usage for free tire users. After one day or so, you can use the email you used before.

[@kumarmadaparthi]

Thank you so much. This is the best video for RVC

[@Gugagtg]

Does it work on any language or only in english ? I mean, for brazilian portuguese voice do it work too ?

[@Josewalterguedes15]

Thank you for creating this colad, I'm cloned by it

[@zcarm]

Great video (subscribed), thanks for sharing !!! But one question Sir,,,,where do I get the audio target files from ??? Thanks for your advice 🙂 Greetings from Ireland -

[@ehleroo]

Thank you so much for your tutorials. This is the first video I found that was simple enough for me to create a voice model. Do you have any resources on how to resume training (add epochs) on a finished model using Google Colab?

[@richardcharles6548]

same with me bro.

[@BahaaAI]

Hi, thanks for your comment 🌷 A tutorial about resuming the training on higher epochs will be published soon 👍

[@tuanminhvo338]

please help, my choose file button keep disappearing when i try to click on it(at any steps), and when i start the the main step, there is a green tick but it doesnt say "success", which also make it doesnt work thank you so much for reading my question!

[@explainerUP]

Getting Error: ValueError: rate must be specified when data is a numpy array or list of audio samples. Please suggest. Thanks

[@강민주-t8u]

Thank you for your video! I am a highschool student. I wonder if I can use this model on making text-to-voice converter too. Not only uploading the audiofile(song) and convert, but also read text with converted voice.

[@BahaaAI]

Hi, thanks for your comment 🌷 Yes, absolutely you can do that 👍

[@강민주-t8u]

@@BahaaAI Could you tell me how can I do that? I saved the model file on google drive and downloaded 😭😭

[@KeemoKaziOfficial1]

bro this model is not cloning voices. everything worked, but in the end, when I checked the output in the Run Inference section, it was the same audio voice that was uploaded. How to fix that. I tried it again and again.

[@AndasDenken]

when I upload my voice as a wav he says MessageError: RangeError: Maximum call stack size exceeded. can you help how much is maximum to upload ?

[@TagalogDubbedMovies]

Is there any way to not save the epoch by the 20s? Everytime I train a model, it constantly saving itself every 20 epoch and it slows down the training. Can it be aadjusted to like 50epoch? For example 50 - Saving 100 - Saving 150 - Saving Unlike the 20 wherein every 20 epoch progress, it saves the data which slows down the training progress like 20 - Saving 40 - Saving 60 - Saving 80 - Saving 😊

[@BahaaAI]

Saving every 20 seconds is to save your progress during the training. Google colab may disconnect and reconnect for any reason.

[@TagalogDubbedMovies]

@@BahaaAI yes but can it be adjusted to 50 epoch savings? Can you do an option to let users save the file by every 50? Because saving the file to every 20 epoch really slows down the training time 🥹

[@BahaaAI]

I updated the code, you can now set the save frequency you want from 10 to 100

[@TagalogDubbedMovies]

@@BahaaAI thank you so much! 💙✨

[@AKIHCE]

Which program do you use to connect the instrumental sounds and the cloned singing voice back together btw?

[@BahaaAI]

I use CapCut or any video editing software, just import the 2 tracks one above the other and export as mp3

[@ecsia]

Hi! I currently am trying to train the model but got this error: ```FileNotFoundError: [Errno 2] No such file or directory: '/content/RVC/logs/mute/0_gt_wavs/mute32k.wav' ```. the file indeed do not exist but the folder mute too. If anyone has a clue how to solve this im here haha. Thank you for sharing your work.

[@BahaaAI]

Hi, thanks for your comment 🌷 To solve this, try restarting the installation step 1.

[@yassineboussif777]

excellent video!!! but in the last step i get the message "RuntimeError: Found no NVIDIA driver on your system. Please check that you have an NVIDIA GPU" despite you saying you dont need a gpu what could be the fixe?

[@BahaaAI]

Hi, Make sure you are connected to google colab using GPU t4. Try using another gmail on google colab.

[@yassineboussif777]

@@BahaaAI well, it worked, my thanks man!!

[@mainmain862]

It used to work perfectly up until 2 days ago, it began showing some coding errors in a number of steps. Any fix? Thank you

[@BahaaAI]

Fixed 👍. Please Try Again 🌷

[@mainmain862]

@@BahaaAI You’re the best man. Thank youu so much!!! and keep doing what you’re doing

[@BahaaAI]

Thanks 🌷

[@MurtadhaRadwan]

I keep getting this error!? ValueError: rate must be specified when data is a numpy array or list of audio samples.

[@dbog5214]

did you fix it?

[@Snita77r]

Thank you for the video. If I use large data set say 1 hour length audio, will it help the quality Sir?

[@BahaaAI]

Hi, it will not make any difference, the code needs a maximum of 10 minutes of dataset. The most important thing is that the dataset must be a clean human voice.

[@Snita77r]

@@BahaaAI Thanks for reply....To achieve clean audio for singing, is it more appropriate to train with singing or speaking vocals? What do you suggest Sir?

[@BahaaAI]

It is preferable to use both in one audio file. That will improve the model a lot.

[@Snita77r]

@@BahaaAI Thanks Sir. Please publish a video on how to improving the model further. Fine tuning procedure. Thank you.

[@QHawk7]

*Any colab to transcribe and get srt for long video/audio files? especially in Arabic, correctly and with great accuracy ? I have one with fast whisper but I don't like the results, what do you suggest? also, can I use this one with text (tts)? instead of audio ? Also how to convert notebooks like this into kaggle notebook?*

[@arivbf]

thank you so much!! this works so well!

[@BahaaAI]

Glad it helped!

[@pianoandliu]

Bahaa, good job. And the next video, how to resume training.

[@petEdit-h9l]

Pls help, why anytime I upload an MP3 file the runtime disconnect, this happens every time, I'm using android phone

[@BahaaAI]

Hi, it seems you have reached the daily free limits on Google colab. Try using another Gmail on Google colab.

[@Tom77889]

Will this model work on other languages and how many minutes of audio can I produce before I get the daily limitations?

[@BahaaAI]

Hi, this method works for any human language 👍. The limits on Google colab depends on the session time. You have approximately 3 hours daily on the free tire of Google colab.

[@Tom77889]

@@BahaaAI hi sir appreciate your quick reply, I tried using it using my language here in the Philippines which is Filipino. So far I haven't gone past by saving it in my Google drive as errors keeps on popping out. I am hoping you can help me? Thank you in advance sir. I like your presentation, it's easy to follow and understand and simple. Please help me. Thank you.

[@IReallyDontKnowWhatToEnterHere]

Is there a way to change the consonant protection value? I would also love for Mangio and Crepe to be added, they sometimes detect some glitches better. Thank you very much for making this.

[@edsonportomiyada]

Thank you very much! You helped me a lot!

[@BahaaAI]

You welcome 🌷

[@강민주-t8u]

ValueError: rate must be specified when data is a numpy array or list of audio samples. How can I fix it??

[@ash3844]

Hello.. Thanks a lot for the wonderful tutorial Bahaa.... How can we download multiple files for the same target? I mean I may want "n" number of files for some analysis... doing manually one after another is tedious right?

[@BahaaAI]

Try this code for batch inference : colab.research.google.com/drive/1vrpcTgU4gBuTS3LioIhrl2dHIVVMv-20?usp=sharing

[@ash3844]

@@BahaaAI Thanks so much for such kind help!! Appreciate your effort and time :)

[@qsardor]

Hi. Thank you for colab. But i have question. How we can import RVC models .index and .pth from hugginface or other sites?

[@alexvolpi8362]

Very clear explanation, thank you very much! i do all the steps and i have cloned with succes. I only want to ask if it's possible to raise the sample rate of the cloned voice (actually 16bit 32KHz) because in the higher range the result seem a bit distorted (the SS overall). Anyway thank you agin for the support!

[@BahaaAI]

Thanks for you comment 🌷, I will see if it is possible to make the sample rate editable.

[@nattasornnewsroom]

Module "faiss" not found, can you fix this error, please, Bahaa?

[@BahaaAI]

Fixed 👍. Please Try Again 🌷

[@davidxiu8020]

Working great, thanks so much

[@user-nq5hy7vn9k]

I am getting error: AttributeError: 'NoneType' object has no attribute 'dtype' when I run the step run run interface

[@andreesteves2]

Perfect! Thank you so much!

[@BahaaAI]

Thanks 🌷

[@fernandomendler6835]

Hey bahaa! thank you so much, how can I do just the inference part? i tried uploading the index and pth files to the folders but it doesn't work

[@BahaaAI]

Hi, thanks for your comment 🌹 To upload your own model files ( .pth & .index ) : Upload ( Model_name.pth ) to ( RVC/assets/weights/ ) Upload ( .index ) file to ( /RVC/logs/Model_name/ ) Then you can run the inference by using your exact model name in the specific field.

[@fernandomendler6835]

@@BahaaAI It worked perfectly, thank you so mucho Bahaa, you are the best

[@BahaaAI]

You welcome 🌷

[@Movies789-l1b]

showing this error "'ModuleNotFoundError: No module named 'faiss''please help

[@viliolssonvilhunen3319]

same, appeared out of nowhere yesterday. worked in the morning

[@BahaaAI]

Fixed 👍. Please Try Again 🌷

[@user-ts5dp2pg2n]

@@BahaaAI please help it says FileNotFoundError: [Errno 2] No such file or directory

[@nattasornnewsroom]

Hey Bahaa, please fix the error that occuring earlier, please?

[@BahaaAI]

Fixed 👍. Please Try Again 🌷

[@AKIHCE]

This is amazing! Thankyou so much!!! You have a new subscriber :)

[@BahaaAI]

Thanks 🌷

[@Thutahartha]

Please kindly make a video for how to resume training model bro. Please kindly do this.

[@Thutahartha]

@onlineguy55 now it work. Thanks alot

[@kummertkein8650]

Awesome explanation, thanks a lot! One question: How can I continue to train a model after loading it from Google Drive? What I did is I first installed RVC again, then I loaded the model, I uploaded the training set again, I did NOT create training files and then I proceeded with training the model. Is this the correct way?

[@kummertkein8650]

No, apparently the right way is to create training files again

[@BahaaAI]

Thanks for your comment 🌷. Here is the resume training tutorial: kzbin.info/www/bejne/h5ixaISdiq-CmKc

[@NOGAME777]

Thanks for that! But)) Here is the mistake when Im traing to inference without GPU: ValueError: rate must be specified when data is a numpy array or list of audio samples.

[@BahaaAI]

Hi, GPU is necessary to run RVC.

[@benjaminobiefuna6159]

Ok so you have to train the model with a gpu ?

[@benialexofficial876]

it worked the first time I tried it yesterday and wanted to use it again today with the steps you explained to do if we want to use it again another day but this time appeared this error at the last step: ValueError: rate must be specified when data is a numpy array or list of audio samples. what should I do? thank you!

[@NOGAME777]

the same problem ((

[@Speedy_M]

same

[@frankieb.fernandez79]

This is what I get at the very last step: ValueError: rate must be specified when data is a numpy array or list of audio samples.

[@BahaaAI]

Make sure that you are connected with GPU t4 in Google colab.

[@NadiaDegen]

Module 'faiss" not found. Pls fix 😭 Edit: It's not just Step 2. Step 3 doesn't work either.

[@BahaaAI]

Fixed 👍. Please Try Again 🌷

[@NadiaDegen]

@@BahaaAI It works again! Just trained 2 new models. Thanks! You're the best!

[@onlineispections]

Hi. You can save the template with zip estension?

[@satrianagaryuki5579]

​@@BahaaAIDoesn't work, Yesterday It still worked but now it doesn't work Please Bahaa Help me😢

[@vabirami7512]

​Install rvc again bro?​@@satrianagaryuki5579

[@adriannewington]

I would like to train a voice, but my input is not a song but "text". Can this process be modified to be "Text to My-Model"? Cheers.

[@yalishmueli1686]

ValueError: rate must be specified when data is a numpy array or list of audio samples while using T4 gpu

[@FunwithSmile]

iam also getting same erroor what to do

[@rasimovungernsternberg300]

how does one fix the index error i have been fiddling with the index rate option for a while

[@kc-qc7ho]

if I have a trained model (e.g. XXXXX.pth), where should I place the pth file in order to use it? thx

[@animostory]

ModuleNotFoundError: No module named 'faiss' Can you help me bro.. thx

[@BahaaAI]

Fixed 👍. Please Try Again 🌷

[@unlimitedone626]

does this include .index file? I only obtain .pth file from your colab

[@kesfedilmemis_sarkilar]

Hi there, first of all thank you very much for the video. I am trying to convert a man vocal into a female vocal. My trial was 90% successful. But when the voice increases the converted voice is really bad. I got 2.000 sampling during the training to get the best results, pitch: 12. How can I fix this error?

[@rebinamin4041]

ModuleNotFoundError: No module named 'faiss' ??

[@معلومةتيكاواي-ح6د]

+1

[@CritiqueReddy]

okay! I got you guys. click on this grater than button (>) next to " > STEP 2: Create Training Files " and it becomes (v) and shows the following code #@title **Step 2 :** Create Training Files import os from pytube import KZbin from IPython.display import clear_output ............. Type this above that code: # Install necessary packages !pip install praat-parselmouth !pip install fairseq !pip install faiss-cpu and it should look like this v STEP 2: Create Training Files # Install necessary packages !pip install praat-parselmouth !pip install fairseq !pip install faiss-cpu #@title **Step 2 :** Create Training Files import os from pytube import KZbin from IPython.display import clear_output

[@CritiqueReddy]

also you guys might need to change the Path of the file in the code there is some error even in the Training model.

[@jeskie]

​@@CritiqueReddyThank you so much Bro ❤

[@CreamySeal]

@@CritiqueReddy Thank you so much, but it still shows errors. It still ErrorModuleNotFound

[@NadiaDegen]

This is amazing! How many times are free users able to use this each day?

[@BahaaAI]

Hi, The daily usage limit for each g-mail depends on the session time (2 hours daily). but you can use several g-mails.

[@NadiaDegen]

@@BahaaAI Hi there. I've used this google colab of yours multiple times and so far these A.I. generated voices are pretty solid. However, I just recently came across an error on Step 2: Create Training Files. It says that no module named "faiss" is present. Is there a way to fix this?

[@vincevillamor2715]

can you make video tutorial of how to continue training the model

[@BahaaAI]

Hi, thanks for your comment 🌷 A tutorial about resuming the training on higher epochs will be published soon 👍

[@YvonnyMorales]

amazing.. do you have a version of this realtime? like playing online games using this?

[@nagtrending]

Can it recognize different language lije for example tagalog or filipino? Thanks!

[@AkMusic632]

bro facing problem when uploding target its showing runtime and not connecting😐🙄

[@BahaaAI]

Hi, it seems you have reached the daily free limits on Google colab. Try using another Gmail on Google colab.

[@onurbedir1]

Merhaba. pth dosyasını indirmek istiyorum ama model adını girdiğimde “Dosya bulunamadı. Model adının doğru olduğundan emin olun” uyarısı çıkıyor. Model adı kısmına ne yazmam gerek. Ses eğitimi sırasında yazdığım model adını yazıyorum olmuyor.

[@BahaaAI]

The training process must have been completed to be able to download the .pth file. Or if you have backed up the model on Google drive, you can load it again and download the .pth file using the code.

[@onurbedir1]

@@BahaaAI Size dosyayı mail olarak atayım siz pth dosyasını çıksrıp gönderir misiniz rica etsem

[@BahaaAI]

Contact me : [e-mail]

[@yoyosfsf9021]

I have an RTX 4060, can I rely on it instead of the free period from Google Lab?

[@BahaaAI]

Hi, I can't guarantee the results as I don't use these codes locally.

[@auralsculpture]

how do I reload the path to retrain at higher epoch value?

[@unknown-kb5wg]

I already do step 3 and error like this: "No dashboards are active for the current data set." how to fix it?

[@BahaaAI]

Hi, you need to restart the process

[@unknown-kb5wg]

@@BahaaAI sorry it's working after I'll do that, anyway can I use more than 1 .wav file for training models?

[@SGX128]

hi. when i want to use the model again and i try to run inference,it says there is an error.what is the solve?

[@bicyclebicycle6413]

Thank you sir, how can we use this trained model in python for own projects like voice assistant like alexa.

[@CarlosJunior777]

Is it possible to download the model immediately in .pth format to import into another tool?

[@BahaaAI]

Hi, I just updated the code and added this feature. please check it now 👍

[@CarlosJunior777]

@@BahaaAI thanks

[@MichaelLightfoot_]

I’m in step one the audio upload keeps saying error please help

[@Mi92011]

Thanks brother...Any updates on the quality of the vocal production?

[@dbog5214]

when i try to load model from google drive and convert a file i get "ValueError: rate must be specified when data is a numpy array or list of audio samples."

[@SophiaBrown-on1vi]

Sir colab is not free after some hours at all ! Please create some video tutorials that We can run colab code to other clouds or vm service

[@nathanmercier7760]

I have a problem in step 2 to create the AI cover, there is a problem the cell comes red while everything worked before. I need help please 🙏🏻

[@BahaaAI]

Hi, please explain the error message

[@nathanmercier7760]

No, it's ok, it worked, thank you very much, keep it up !

[@Celebrityprimetelugu]

Yes bro, So many people want your video face swap, google colab, because last colab was not working 🙂

[@BahaaAI]

FaceFusion Google Colab Updated : kzbin.info/www/bejne/ooC0n4WLjKqIla8

[@elle3063]

Lot of love❤❤

[@therealesigma]

my process ended prematurely, how would I go about recovering the pth file, after it autosaved every 50 epochs?

[@Snita77r]

Sir Showing some error in the model from today. Please repair the error🙏🙏

[@BahaaAI]

Fixed 👍. Please Try Again 🌷

[@Snita77r]

@@BahaaAI Thanks much 🙏🙏

[@Bedroomtrap]

where is the video for training on higher epochs? don't see it on your videos page

[@IsaacEwenFrost]

It doesn't make a difference. It will just make training longer

[@PRO100Kat]

How can I continue training an already trained model?

[@BahaaAI]

Hi, this is the tutorial kzbin.info/www/bejne/h5ixaISdiq-CmKc

[@Francesco-wp1qs]

can you fix this error please? ModuleNotFoundError: No module named 'colorama'

[@BahaaAI]

Hi, Please use the last updated code

[@singorkadong4052]

When I run again why it was error?

[@BahaaAI]

What is the Error Message?

[@techie9417]

In RVC Inference: Step 2 : its giving Valuerror ValueError: rate must be specified when data is a numoy array or list of audio samples In step 1 i have uploaded a mp3 file and while running above step2 its giving that error.. Please help

[@BahaaAI]

Hi, are you connected to GPU t4 in Google colab?

[@techie9417]

​@@BahaaAI seems like I was not... I can see it is connected now and it's working as expected. 👍

[@ShenMings]

cảm ơn bạn mình đã làm được .Video rất bổ ích

[@BahaaAI]

Thanks 🌷

[@icsel_Guc01]

Dude, is it possible to use this program on a computer? My laptop model is HP 250 G8 i7 36gb rem Graphics card intel irisr xe I really need this program to identify voice and change my own voice. Your program is good, but I tried it 3 times and Google Clob started asking for a fee. can you find a solution for me I need this so much but I don't have money, google clob is expensive

[@Romar-io]

When I try inference it says there is no .path for the model I have, your tutorials didn't say I need anything like that

[@wkeshav]

bro please increase the limit of file

[@selvaG-y1l]

hi bro. thanks to you atleast i reached this level. when i try to run the rvc interference it shows the file not found error. i tried to change the script and debug it but cannot find the solution yet. can you please give us a solution for this??

[@QuasiCordoito]

Mine says "connecting to: (gpu) back end google computer engine python 3" and never actualy conects

[@BahaaAI]

Try another gmail, Make sure you are connected to Google Colab with GPU t4

[@rajendranrajendran992]

what about frequency while training the model ?

[@tangkas4078]

Hi i love your content,its help me a lot to recreate my dad voice (he is pased away). Im waiting the tutorial video to improving vocal model quality... I hope you make it. Thank you

[@BahaaAI]

Thanks for your comment 🌷, sorry for your loss. I will work on a tutorial about resuming the training ASAP 👍

[@ijustwannahavefunletmein]

Everything worked up until the inference part, it says model name not found even though i wrote (and rewrote) the exact same model name :( not sure what's wrong

[@gustavfischer1962]

What to do if your rvc interface doesn'T show up somehow?

[@klaurcschwackerberg1880]

Bro , Something today wrong again with your Google collab page , I just checked it for a test , and the second button turns red when I want to upload an excellent audio that usually always works. Please check your code again , thanks. and good luck.

[@hashanmadhuranga6528]

You are the man!!!

[@BahaaAI]

Thanks 🌷

[@qsardor]

How i can import RVC models?

[@govtjobalert1]

minimum how much min is there at once ?

[@nguyencraft0195]

can you make the tutorial to reuse retrained model on this colab link?

[@BroThere-b6q]

Hi, I receive this error in the step 2: ModuleNotFoundError Traceback (most recent call last) in () 1 #@title **Step 2 :** Create Training Files 2 import os ----> 3 from pytube import KZbin 4 from IPython.display import clear_output 5 ModuleNotFoundError: No module named 'pytube'

[@محمدمحمود-ث5خ1ي]

Hello Bahaa, Still showing the same error after installing all required pacakges "ModuleNotFoundError"

[@BetotopDesigner]

help FileNotFoundError: [Errno 2] No such file or directory: '/content/RVC/logs/betox/' Problem in Run Inference

[@BahaaAI]

Hi, Make sure you have written the model name correctly

[@nedjmamedia6810]

In step 3 code stop at line : navigate_next click_train() Please help

[@BahaaAI]

Hi, please write the full error message.