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How to Fine-tune XTTS 

coqui
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Colab Notebook: colab.research...

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3 окт 2024

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Комментарии : 83   
@NickMak-m2c
@NickMak-m2c 19 дней назад
Does the colab notebook no longer work? I get this error in the first cell block: ERROR: pip's legacy dependency resolver does not consider dependency conflicts when selecting packages. This behaviour is the source of the following dependency conflicts. albucore 0.0.14 requires numpy>=1.24, but you'll have numpy 1.22.0 which is incompatible.
@corpse2222
@corpse2222 6 месяцев назад
Not sure where or how to properly submit a ticket for the colab creators, but, the colab has been broken for weeks now. I check every couple days and it's only getting worse, stopping with errors sooner and sooner in the process.
@drewthomasson949
@drewthomasson949 2 месяца назад
I’m currently working on a fixed colab version, I’ll give you a heads up if I get it working Seems that we need to force downgrade all the packages that were changed in recent google colab updates
@drewthomasson949
@drewthomasson949 2 месяца назад
Fixed colab.research.google.com/drive/1sqQqzupo2pdjgggkrbM60sU6sBFYo3su?usp=sharing
@corpse2222
@corpse2222 2 месяца назад
@@drewthomasson949 Sweet! Glad to hear it. And, thanks in advance for all the hard work! :)
@drewthomasson949
@drewthomasson949 2 месяца назад
Fixed colab.research.google.com/drive/1sqQqzupo2pdjgggkrbM60sU6sBFYo3su?usp=sharing
@itsanemu-e1d
@itsanemu-e1d Месяц назад
@@drewthomasson949 Can you please share the colab? I can't run the second cell, it gives a bunch of errors "ImportError: tokenizers>=0.19,
@theentirecircus6623
@theentirecircus6623 8 месяцев назад
Great video, once saved the model, can we make inference locally using the tts module?
@filip1998220
@filip1998220 9 месяцев назад
Is there an example of a narration script that produces the best cloning results? Perhaps one that includes all the phonemes?
@michal5869
@michal5869 10 месяцев назад
is there are any options for fine-tuning much longer eg: a few hours for better results?
@aurelianobuendia24
@aurelianobuendia24 7 месяцев назад
it would be amazing to know how to load the model in a local enviroment now that i´ve train it
@sayedyasser2
@sayedyasser2 7 месяцев назад
any idea on this? Ive got the fine tuned model and the json files, where do I load it for future use?
@torusx8564
@torusx8564 7 месяцев назад
Download the model. You can transfer into your google drive lol. If you could not this video would have 0 sense@@sayedyasser2
@maker_pt
@maker_pt 10 месяцев назад
It seems to work really nicely. But how can I run the model in coqui? E.g. using the python api or the tts server?
@YevgeniyChannel
@YevgeniyChannel 9 месяцев назад
Me too.
@danemmer9686
@danemmer9686 8 месяцев назад
for api, replace the files in your computer with the files you've downloaded@@YevgeniyChannel
@aigaming6310
@aigaming6310 7 месяцев назад
Great notebook & video ! Unfortunate, it seems notebook gradio not support Thai yet. Could you please also guide me how to do it in another language ?
@GS195
@GS195 9 месяцев назад
I want Prompt To Voice please. Do you know how hard it is to find a voice according to my specifications?
@AseelAl-khalaf
@AseelAl-khalaf 7 месяцев назад
I fine tuned the model and saved it in my device . but in every time I want to use the model I should provide the speaker_wav which is from data used for fine tuning and this process(analyses the record) take a long time. so, how can I use the model with my own speaker id to avoid providing it the speaker wav ???
@pylotlight
@pylotlight 6 месяцев назад
Got kicked out by google due to free tier limits..
@jakobejensen6765
@jakobejensen6765 8 месяцев назад
This might sound like a dumb question, but how would you load the fine tuned model in other python programs. I know we get a config.json, vocab.json and a modal.pth files after the fine tuning process, but would we use the TTS.api?
@krisKrag
@krisKrag Месяц назад
company shutdown?
@RenataGillum-o4h
@RenataGillum-o4h 19 дней назад
Kessler Mountain
@yklandares
@yklandares 9 месяцев назад
Guys, I repeated your lesson, but in the files of all CMS models wherever I see, there is an index file / how to create it or is it not needed???))))
@torusx8564
@torusx8564 7 месяцев назад
? wdym
@handcraft.corner
@handcraft.corner 8 месяцев назад
Is this Fine Tuning for XTTS v1 or v2?
@NickMak-m2c
@NickMak-m2c 9 месяцев назад
Also, it doesn't seem to run locally after downloading the model.pth, vocab.json and config.json Do you need to download the whisper model for it to work locally or is that just for training? Edit: No the whisper model didn't change it, I was desperate, figured maybe it needed to check you had requirements for training in order to inferencing or something, that that didn't do it. Removing the quotation makes from the paths made it look like it was loading for a moment, but then after 4 seconds it just says "error." When loading the finetuned model.
@joeyhandles
@joeyhandles 9 месяцев назад
prob just drop those files over the xtts model you have installed locally.
@DonaldStepanski-b5b
@DonaldStepanski-b5b 11 дней назад
Simonis Streets
@starbuck1002
@starbuck1002 8 месяцев назад
Shoutout Two Minute Papers i guess :D
@user-ng4fk5hd6m
@user-ng4fk5hd6m 10 месяцев назад
I gave up on it, i tried to train it on a 2:30 duration audio that was cleaned properly and it just was still training after 20 minutes on the default settings
@erogol
@erogol 10 месяцев назад
fine-tuning takes time. You need to wait for a bit.
@torusx8564
@torusx8564 7 месяцев назад
depends it takes around 5 min for with 10min audio for fine tuning. Just make sure you use T4 GPU@@erogol
@pylotlight
@pylotlight 6 месяцев назад
@@torusx8564 got kicked out by google due to some error about free limits sadly.
@EllenaBuden-j8b
@EllenaBuden-j8b 24 дня назад
Bethany Mill
@CarpenterElton-t1g
@CarpenterElton-t1g 28 дней назад
Tess Street
@captainlavenderVHS
@captainlavenderVHS 10 месяцев назад
Very very cool!!!! Doesn't work when dataset language is set to ja on 1st tab though - doesn't seem to be able to populate the metadata_eval.csv
@Gobolinn
@Gobolinn 10 месяцев назад
encountered the same issue looks like ja isnt supported yet
@Otome_chan311
@Otome_chan311 8 месяцев назад
@@Gobolinn disappointing. i've been looking for a good ja->en voice clone tts. best I've found so far is moegoe which ends up being a bit weird sounding with the pacing when doing inference in english (but the sound of the voice is spot on). Every other voice clone thing I've tried doesn't seem to match the voice at all. I was hoping this would work but it seems not?
@kingroy8800
@kingroy8800 4 месяца назад
Not working sir make a new tutorial
@BuyTrustpilotReviews-vn8bu
@BuyTrustpilotReviews-vn8bu Месяц назад
Lee Brenda Miller Brian Clark Barbara
@xiunianwang
@xiunianwang 9 месяцев назад
when I ran the cell 1,I got this error message Building wheel for docopt (setup.py) ... done ERROR: pip's legacy dependency resolver does not consider dependency conflicts when selecting packages. This behaviour is the source of the following dependency conflicts. lida 0.0.10 requires fastapi, which is not installed. lida 0.0.10 requires kaleido, which is not installed. lida 0.0.10 requires python-multipart, which is not installed. lida 0.0.10 requires uvicorn, which is not installed. librosa 0.10.1 requires numpy!=1.22.0,!=1.22.1,!=1.22.2,>=1.20.3, but you'll have numpy 1.22.0 which is incompatible. plotnine 0.12.4 requires numpy>=1.23.0, but you'll have numpy 1.22.0 which is incompatible. pywavelets 1.5.0 requires numpy=1.22.4, but you'll have numpy 1.22.0 which is incompatible. tensorflow 2.15.0 requires numpy=1.23.5, but you'll have numpy 1.22.0 which is incompatible. gruut 2.2.3 requires networkx=2.5.0, but you'll have networkx 3.2.1 which is incompatible.
@RenaDonovan-n4b
@RenaDonovan-n4b 23 дня назад
Cremin Wells
@hornachos
@hornachos 5 месяцев назад
you are a good girl, thanks coqui
@YevgeniyChannel
@YevgeniyChannel 9 месяцев назад
I need help please
@torusx8564
@torusx8564 7 месяцев назад
lol on what
@YevgeniyChannel
@YevgeniyChannel 7 месяцев назад
To make effects and AI voices @@torusx8564
@PeggyKing-t9v
@PeggyKing-t9v Месяц назад
Hall Charles Lopez Betty Lewis Robert
@JohnHernandez-e6v
@JohnHernandez-e6v 29 дней назад
Lewis Carol Williams Amy Young Charles
@HarringtonWebb-l5d
@HarringtonWebb-l5d День назад
Walker Angela Lewis Brian Williams Deborah
@yklandares
@yklandares 9 месяцев назад
)))
@HyperUpscale
@HyperUpscale 10 месяцев назад
I love the Coqui performance, results and ease of use, but Is it possible to be even easier? Like 1 file for input file for training or microphone input, button 2 for training, and 3 type and speak. I am not sure why in year 2024 we still need to copy and paste text ...
@james-hunter-carter
@james-hunter-carter 9 месяцев назад
The thing you are looking at is not meant for end-users, it's for developers.
@BlenderBeanie
@BlenderBeanie 9 месяцев назад
This is currently the peak of technology. The top of tech available to the public. It's the very first iteration of the ui too. So in the future it might get easier, the more people want to use it. Like automatic1111s ui used to be barebones and hard to use. But now it's become a lot more user friendly. Just a few months ago all this was pure command line
@HyperUpscale
@HyperUpscale 9 месяцев назад
Maybe you just found out about it😄 People are already making money from the same peak technology. I paid months ago for this type of peak technology and moths in the age of AI means long time ago :)
@BlenderBeanie
@BlenderBeanie 9 месяцев назад
@@HyperUpscale Perhaps I should have clarified myself more. I meant the peak open source versions, that are accessable for everyone for free. If you take the older models of coqui for example, just a few months ago it would have taken you many hours to train a proper model that works well on any ways. A year ago even just a basic voice was considered a big step towards open source AI technology. I am well aware of AI-Voices being used for many many years now, however, technology of this caliber were not yet accessable to the everyday user for free, only through paid alternatives.
@HyperUpscale
@HyperUpscale 9 месяцев назад
👍@@BlenderBeanie
@MaryLong-f1b
@MaryLong-f1b 28 дней назад
Miller Thomas Martin Jennifer Smith Brenda
@MelissaJackson-l4g
@MelissaJackson-l4g Месяц назад
Moore Donald Lopez Kevin Robinson Robert
@ZnxoBrill-j5e
@ZnxoBrill-j5e 21 день назад
White Jeffrey White Frank Garcia Margaret
@포화-f8e
@포화-f8e Месяц назад
Allen Richard Harris Frank Johnson Deborah
@SgheGejsj
@SgheGejsj Месяц назад
Anderson Steven Robinson Steven Lee Michelle
@HigherPowerMerch
@HigherPowerMerch 21 день назад
Harris Kevin Davis Donald Lee Michael
@WendyPennell-j7g
@WendyPennell-j7g 21 день назад
White Linda Johnson Jason Garcia Jessica
@MildredRubio-s6g
@MildredRubio-s6g Месяц назад
Harris George Jackson Margaret Rodriguez Donald
@KonaAktar-t7h
@KonaAktar-t7h 21 день назад
White Michelle Miller Nancy Johnson Nancy
@BaxterWheatleyD
@BaxterWheatleyD 17 дней назад
Moore Susan Allen Joseph Jackson Daniel
@modabic
@modabic 8 дней назад
If your notebook is broken, run '!pip install fastapi==0.111.0' after installations. It fixes it. Like the comment to show love.
@drewthomasson949
@drewthomasson949 3 дня назад
lol share a link to your working colab plz idk which colab your referring to anyway theres multiple.
@drewthomasson949
@drewthomasson949 3 дня назад
Also get a pip freeze of the working env so none of us have to run into this anymore lol
@ameerazam3269
@ameerazam3269 10 месяцев назад
amazing @coqui
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