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.
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.
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 ❤
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 -
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!
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?
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.
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 RUclips 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 RUclips from IPython.display import clear_output
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?
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.
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.
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.
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.
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 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?
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!
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?
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 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 🥹
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?
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.
@@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?
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!
*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?*
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.
@@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.
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?
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."
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??
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
If this happens after running the inference step, that because maybe you are using a long audio file. If that so, run the step of downloading the file.
Trained ai voice is done, and it's back up in Google drive. Then uploaded target audio. In that final step, it got error. It's not running. Showing red.
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
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
![Gucci Mane & Sexyy Red - You Don't Love Me [Official Music Video]](http://i.ytimg.com/vi/j7IBqyFKT4c/mqdefault.jpg)
Brother, you are the king of this business. I love you, I send you greetings and love from Turkey.
You're welcome 🤗
Türkiye*
the most explanatory and useful tutorial I have ever seen
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.
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.
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 ❤
Thanks for your comment 🌷, I will do my best to keep it online and working 👍
Omg. Epic man. Its work. Greetings from Germany
Thanks 🌷
Thank you for creating this colad, I'm cloned by it
Works like a charm! Thank you so much for this! :)
You welcome 🌷
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 -
Hey Bahaa, please fix the error that occuring earlier, please?
Fixed 👍. Please Try Again 🌷
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!
thank you so much!! this works so well!
Glad it helped!
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 ?
showing this error "'ModuleNotFoundError: No module named 'faiss''please help
same, appeared out of nowhere yesterday. worked in the morning
Fixed 👍. Please Try Again 🌷
@@BahaaAI please help it says FileNotFoundError: [Errno 2] No such file or directory
Yes bro, So many people want your video face swap, google colab, because last colab was not working 🙂
FaceFusion Google Colab Updated : ruclips.net/video/lOQnRUWEU_M/видео.html
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
Fixed 👍. Please Try Again 🌷
@@BahaaAI You’re the best man. Thank youu so much!!! and keep doing what you’re doing
Thanks 🌷
I keep getting this error!? ValueError: rate must be specified when data is a numpy array or list of audio samples.
did you fix it?
Bahaa, good job. And the next video, how to resume training.
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?
same with me bro.
Hi, thanks for your comment 🌷
A tutorial about resuming the training on higher epochs will be published soon 👍
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.
Make sure that you are connected with GPU t4 in Google colab.
ValueError: rate must be specified when data is a numpy array or list of audio samples while using T4 gpu
Perfect! Thank you so much!
Thanks 🌷
Pls help, why anytime I upload an MP3 file the runtime disconnect, this happens every time, I'm using android phone
Hi, it seems you have reached the daily free limits on Google colab. Try using another Gmail on Google colab.
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.
I am getting error: AttributeError: 'NoneType' object has no attribute 'dtype'
when I run the step run run interface
Does it work on any language or only in english ? I mean, for brazilian portuguese voice do it work too ?
ModuleNotFoundError: No module named 'faiss' ??
+1
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 RUclips
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 RUclips
from IPython.display import clear_output
also you guys might need to change the Path of the file in the code there is some error even in the Training model.
@@CritiqueReddyThank you so much Bro ❤
@@CritiqueReddy Thank you so much, but it still shows errors. It still ErrorModuleNotFound
can you make video tutorial of how to continue training the model
Hi, thanks for your comment 🌷
A tutorial about resuming the training on higher epochs will be published soon 👍
Working great, thanks so much
Module "faiss" not found, can you fix this error, please, Bahaa?
Fixed 👍. Please Try Again 🌷
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?
Hi, Make sure you are connected to google colab using GPU t4. Try using another gmail on google colab.
@@BahaaAI well, it worked, my thanks man!!
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.
Hi, GPU is necessary to run RVC.
Ok so you have to train the model with a gpu ?
Hi. Thank you for colab. But i have question. How we can import RVC models .index and .pth from hugginface or other sites?
Thank you very much! You helped me a lot!
You welcome 🌷
ModuleNotFoundError: No module named 'faiss' Can you help me bro.. thx
Fixed 👍. Please Try Again 🌷
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.
Hi, thanks for your comment 🌷
Yes, absolutely you can do that 👍
@@BahaaAI Could you tell me how can I do that? I saved the model file on google drive and downloaded 😭😭
Module 'faiss" not found. Pls fix 😭
Edit: It's not just Step 2. Step 3 doesn't work either.
Fixed 👍. Please Try Again 🌷
@@BahaaAI It works again! Just trained 2 new models. Thanks! You're the best!
Hi. You can save the template with zip estension?
@@BahaaAIDoesn't work, Yesterday It still worked but now it doesn't work Please Bahaa Help me😢
Install rvc again bro?@@satrianagaryuki5579
bro facing problem when uploding target its showing runtime and not connecting😐🙄
Hi, it seems you have reached the daily free limits on Google colab. Try using another Gmail on Google colab.
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.
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
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.
@@BahaaAI It worked perfectly, thank you so mucho Bahaa, you are the best
You welcome 🌷
how does one fix the index error i have been fiddling with the index rate option for a while
Sir Showing some error in the model from today. Please repair the error🙏🙏
Fixed 👍. Please Try Again 🌷
@@BahaaAI Thanks much 🙏🙏
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.
Hi, thanks for your comment 🌷
To solve this, try restarting the installation step 1.
I’m in step one the audio upload keeps saying error please help
This is amazing! How many times are free users able to use this each day?
Hi, The daily usage limit for each g-mail depends on the session time (2 hours daily). but you can use several g-mails.
@@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?
When I run again why it was error?
What is the Error Message?
This is amazing! Thankyou so much!!! You have a new subscriber :)
Thanks 🌷
Please kindly make a video for how to resume training model bro. Please kindly do this.
@onlineguy55 now it work. Thanks alot
I already do step 3 and error like this: "No dashboards are active for the current data set." how to fix it?
Hi, you need to restart the process
@@BahaaAI sorry it's working after I'll do that, anyway can I use more than 1 .wav file for training models?
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
Lot of love❤❤
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!
the same problem ((
same
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 🙏🏻
Hi, please explain the error message
No, it's ok, it worked, thank you very much, keep it up !
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?
Try this code for batch inference :
colab.research.google.com/drive/1vrpcTgU4gBuTS3LioIhrl2dHIVVMv-20?usp=sharing
@@BahaaAI Thanks so much for such kind help!! Appreciate your effort and time :)
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
😊
Saving every 20 seconds is to save your progress during the training.
Google colab may disconnect and reconnect for any reason.
@@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 🥹
I updated the code, you can now set the save frequency you want from 10 to 100
@@BahaaAI thank you so much! 💙✨
where is the video for training on higher epochs? don't see it on your videos page
It doesn't make a difference. It will just make training longer
Thank you sir, how can we use this trained model in python for own projects like voice assistant like alexa.
how do I reload the path to retrain at higher epoch value?
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?
ValueError: rate must be specified when data is a numpy array or list of audio samples. How can I fix it??
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?
No, apparently the right way is to create training files again
Thanks for your comment 🌷.
Here is the resume training tutorial:
ruclips.net/video/QgN7QgUJObE/видео.html
Thank you for the video. If I use large data set say 1 hour length audio, will it help the quality Sir?
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.
@@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?
It is preferable to use both in one audio file. That will improve the model a lot.
@@BahaaAI Thanks Sir. Please publish a video on how to improving the model further. Fine tuning procedure. Thank you.
Thanks brother...Any updates on the quality of the vocal production?
Bro tq so mach it work very well ❤❤❤❤❤❤
Thanks 🌹
Nice one , can you make an exemple of what you got ?
How can I continue training an already trained model?
Hi, this is the tutorial
ruclips.net/video/QgN7QgUJObE/видео.html
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!
Thanks for you comment 🌷, I will see if it is possible to make the sample rate editable.
Getting Error:
ValueError: rate must be specified when data is a numpy array or list of audio samples.
Please suggest. Thanks
cảm ơn bạn mình đã làm được .Video rất bổ ích
Thanks 🌷
In step 3 code stop at line :
navigate_next
click_train()
Please help
Hi, please write the full error message.
Mine says "connecting to: (gpu) back end google computer engine python 3" and never actualy conects
Try another gmail, Make sure you are connected to Google Colab with GPU t4
*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?*
Will this model work on other languages and how many minutes of audio can I produce before I get the daily limitations?
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.
@@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.
amazing.. do you have a version of this realtime? like playing online games using this?
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?
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.
What to do if your rvc interface doesn'T show up somehow?
Which program do you use to connect the instrumental sounds and the cloned singing voice back together btw?
I use CapCut or any video editing software, just import the 2 tracks one above the other and export as mp3
bro please increase the limit of file
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
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."
my process ended prematurely, how would I go about recovering the pth file, after it autosaved every 50 epochs?
You are the man!!!
Thanks 🌷
if I have a trained model (e.g. XXXXX.pth), where should I place the pth file in order to use it? thx
error No module name "colorama"
Fixed 👍. Please Try Again 🌷
@@BahaaAI Thank you my bro
can you fix this error please?
ModuleNotFoundError: No module named 'colorama'
Hi, Please use the last updated code
Hello Bahaa,
Still showing the same error after installing all required pacakges "ModuleNotFoundError"
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??
what about frequency while training the model ?
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
Hi, are you connected to GPU t4 in Google colab?
@@BahaaAI seems like I was not... I can see it is connected now and it's working as expected. 👍
not working, missing button to upload voice :(
I have an RTX 4060, can I rely on it instead of the free period from Google Lab?
Hi, I can't guarantee the results as I don't use these codes locally.
run time auto discenect why this error
If this happens after running the inference step, that because maybe you are using a long audio file. If that so, run the step of downloading the file.
Final step have error. Why?? I followed every steps
Hi, please explain the error message
Trained ai voice is done, and it's back up in Google drive.
Then uploaded target audio. In that final step, it got error. It's not running. Showing red.
I want to start a RUclips channel with help of ai so which content will be best? 😅
The best content is what you love to talk about.
@@BahaaAI yes , that would be best 🙌
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
Thanks for your comment 🌷, sorry for your loss.
I will work on a tutorial about resuming the training ASAP 👍
can you make the tutorial to reuse retrained model on this colab link?
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
at the end i get a filenotfounderror
How i can import RVC models?
help
FileNotFoundError: [Errno 2] No such file or directory: '/content/RVC/logs/betox/'
Problem in Run Inference
Hi, Make sure you have written the model name correctly
How can I resume the train to improve quality?