How to Clone Any Voice With AI | Tortoise-TTS Tutorial | Mimic Voices

In this tutorial, we will show you how to clone any voice with AI technology using Tortoise-TTS. By using a text-to-speech model, you can create speech that sounds like any human voice. The process involves three components: a voice encoder, synthesizer, and vocoder. The voice encoder learns to create a fixed-dimensional embedding that captures various features of a particular human voice. The synthesizer creates a mel-spectrogram from a text transcript for a specific voice, and the vocoder generates an audio waveform from the mel-spectrogram. Together, these components can create a realistic-sounding voice that is almost indistinguishable from the original.
In this tutorial, we'll guide you through the process of using Tortoise-TTS to clone a voice, step-by-step. You'll learn how to train the model to create your own voice clones, and how to use the model to generate speech with any voice you choose.
Key takeaways:
- Learn how to clone any voice with AI technology
- Understand the three components of voice cloning: voice encoder, synthesizer, and vocoder
- Use Tortoise-TTS to create your own voice clones
If you found this tutorial helpful, please like, subscribe, and share this video. We appreciate your support!
[Links]:
☕ Buy Me Coffee or Donate to Support the Channel: ko-fi.com/worldofai
Github: github.com/jnordberg/tortoise...
Demo Voice Clips: nonint.com/static/tortoise_v2...
Audacity Download: www.audacityteam.org/download...
Colab: colab.research.google.com/dri...
[Time Stamps]:
0:00 - Intro
0:48 - Background Info
2:55 - Demo
4:09 - Installing Audacity
5:33 - Do's/Don'ts
8:39: Running The Clone
12:30 - Results
Additional tags and keywords:
AI voice cloning, Text-to-speech technology, Deepfake tutorial, Voice encoder, Synthesizer, and Vocoder
Hashtags:
#AIvoicecloning #texttospeech #deepfaketutorial #voiceencoder #synthesizer #vocoder

[@intheworldofai]

How to Install AudioCraft FOR FREE - Text-to-Music AI Generator Locally (AudioGen) kzbin.info/www/bejne/p2jLkH6Dh5aSbKs

[@selimpy8105]

great video as always love it

[@intheworldofai]

Glad you enjoyed it

[@Databuttshell]

broo this is so sick

[@michaelb1099]

can the cloned voice be downloaded and used as the voice in other software such as iclone to read script?

[@Dusterlog]

It's interesting but when i run scripts they have some errors like in second "Module not found" and when you need choose the voice it also has errors "Name error" name 'load_voice' is not found.

[@054.aryanshinde9]

so if i trained the model with my voice and if run I the code multiple times to get my cloned voice notes as output for different texts so each time I run the with different text will it perform all the training the model each time or it just trains the first time and then subsequently just changes text to audio clip as ouput

[@deeber35]

Can you change the tone of the speech?

[@intheworldofai]

💓Thank you so much for watching guys! I would highly appreciate it if you subscribe (turn on notifcation bell), like, and comment what else you want to see! Love y'all and have an amazing day fellas.

[@jaypeebolonia4648]

I am having a problem that says: ModuleNotFoundError: No module named 'einops' after clicking the second bubble can you explain why?

[@teknoaybi]

Same...

[@intheworldofai]

☕ Buy Me Coffee or Donate to Support the Channel: ko-fi.com/worldofai

[@Blackfacenoob]

Daniel give me coffee

[@user-wr4yl7tx3w]

how does it compare against alternatives, like Whisper?

[@intheworldofai]

Whisper is prob the best text-to-speech model. The automatic speech recognition system was released by OpenAI last month, and was trained on 680,000 hours of data (about one-third of its audio data is non-English). Lot of backing and support from OpenAI which allows it to get a lot of funding to engineer the tts better than other models like Tortoise However, Tortoise by James Betker has done a great job to be trained on a dataset consisting of audiobooks. Its development prioritized realistic intonation and rhythm in speech as well as multi-voice capabilities. Plus its continuously growing and is free!

[@adam6806]

@@intheworldofai Is it continuously growing? It doesn't look like the repository has seen any action since last year. With the rate that AI is moving that's practically dead right?

[@teoromandolezor]

work in spanish?

[@intheworldofai]

I believe so! Lmk if it does work

[@AntoniusTertius]

I and several people want to know how to install it locally...

[@intheworldofai]

I can def make a video soon on that!

[@AntoniusTertius]

@@intheworldofai I've been trying to install it locally, all in vain. People would appreciate a full detailed guide on the subject :)

[@Databuttshell]

bro how to make a female voice haha please help me i will contribute

[@LoverDino]

ModuleNotFoundError: No module named 'einops' error. This video is useless.