Real-Time-Voice-Cloning | 5 seconds to generate arbitrary speech | Speech library

by CorentinJ Python Version: Current License: Non-SPDX

kandi X-RAY | Real-Time-Voice-Cloning Summary

Real-Time-Voice-Cloning is a Python library typically used in Artificial Intelligence, Speech, Deep Learning, Pytorch applications. Real-Time-Voice-Cloning has no bugs, it has no vulnerabilities, it has build file available and it has medium support. However Real-Time-Voice-Cloning has a Non-SPDX License. You can download it from GitHub.

Clone a voice in 5 seconds to generate arbitrary speech in real-time

Support

Quality

Security

License

Reuse

kandi-support Support

Real-Time-Voice-Cloning has a medium active ecosystem.
It has 38910 star(s) with 7087 fork(s). There are 859 watchers for this library.
It had no major release in the last 6 months.
There are 80 open issues and 875 have been closed. On average issues are closed in 59 days. There are 4 open pull requests and 0 closed requests.
It has a neutral sentiment in the developer community.
The latest version of Real-Time-Voice-Cloning is current.

This Library - Support

Best in #Speech

Average in #Speech

This Library - Support

Best in #Speech

Average in #Speech

quality kandi Quality

Real-Time-Voice-Cloning has 0 bugs and 0 code smells.

This Library - Quality

Best in #Speech

Average in #Speech

This Library - Quality

Best in #Speech

Average in #Speech

security Security

Real-Time-Voice-Cloning has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
Real-Time-Voice-Cloning code analysis shows 0 unresolved vulnerabilities.
There are 0 security hotspots that need review.

This Library - Security

Best in #Speech

Average in #Speech

This Library - Security

Best in #Speech

Average in #Speech

license License

Real-Time-Voice-Cloning has a Non-SPDX License.
Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

This Library - License

Best in #Speech

Average in #Speech

This Library - License

Best in #Speech

Average in #Speech

build Reuse

Real-Time-Voice-Cloning releases are not available. You will need to build from source code and install.
Build file is available. You can build the component from source.
Installation instructions are available. Examples and code snippets are not available.
Real-Time-Voice-Cloning saves you 2513 person hours of effort in developing the same functionality from scratch.
It has 4334 lines of code, 307 functions and 59 files.
It has high code complexity. Code complexity directly impacts maintainability of the code.

This Library - Reuse

Best in #Speech

Average in #Speech

This Library - Reuse

Best in #Speech

Average in #Speech

Top functions reviewed by kandi - BETA

kandi has reviewed Real-Time-Voice-Cloning and discovered the below as its top functions. This is intended to give you an instant insight into Real-Time-Voice-Cloning implemented functionality, and help decide if they suit your requirements.

Train a model

Gradient op
Compute the similarity matrix
Calculate the loss for each prediction

Generate wave function

Sample from discretized mixture
Return random number of items from the queue
Convert tensor into one - hot tensor

Setup event handler

Syntrograms synthesis

Embed a utterance into an embedding

Preprocess a dataset

Forward pass through the model

Collate a batch of words

Compute the mean noise of a signal

Preprocess a wav file

Plot the alignment

Preprocess VoxCeleb1 dataset

Ensures that the default models exist

Preprocess a speaker

Runs the synthesizer

Discretized mixture logistic loss

Forward computation

Preprocess the speaker directory

Symbolize texts

Generate the model

Denoise the waveform of a wav file

Get all kandi verified functions for this library.

Real-Time-Voice-Cloning Key Features

Clone a voice in 5 seconds to generate arbitrary speech in real-time

Real-Time-Voice-Cloning Examples and Code Snippets

See all related Code Snippets

Community Discussions

Trending Discussions on Real-Time-Voice-Cloning

Unable to activate virtual environment in Python

Trending Discussions on Real-Time-Voice-Cloning

QUESTION

Unable to activate virtual environment in Python

Asked 2022-Mar-18 at 08:17

I am on Windows 10, Python 3.10.2. Here are the commands that I ran to create the virtual environment:

Here are my versions for packages:

virtualenv==16.7.5
virtualenvwrapper-win==1.2.6

I installed the virtual environment.

D:\voice-cloning\real-time-voice-cloning>python -m pip install virtualenv
WARNING: Ignoring invalid distribution -ip (d:\python\lib\site-packages)
WARNING: Ignoring invalid distribution - (d:\python\lib\site-packages)
WARNING: Ignoring invalid distribution -ip (d:\python\lib\site-packages)
WARNING: Ignoring invalid distribution - (d:\python\lib\site-packages)
Requirement already satisfied: virtualenv in d:\python\lib\site-packages (16.7.5)
WARNING: Ignoring invalid distribution -ip (d:\python\lib\site-packages)
WARNING: Ignoring invalid distribution - (d:\python\lib\site-packages)
WARNING: Ignoring invalid distribution -ip (d:\python\lib\site-packages)
WARNING: Ignoring invalid distribution - (d:\python\lib\site-packages)
WARNING: Ignoring invalid distribution -ip (d:\python\lib\site-packages)
WARNING: Ignoring invalid distribution - (d:\python\lib\site-packages)
WARNING: Ignoring invalid distribution -ip (d:\python\lib\site-packages)
WARNING: Ignoring invalid distribution - (d:\python\lib\site-packages)
WARNING: You are using pip version 21.2.4; however, version 22.0.4 is available.
You should consider upgrading via the 'D:\python\python.exe -m pip install --upgrade pip' command.

Then I ran these commands:

D:\voice-cloning\real-time-voice-cloning>python -m virtualenv venv310
D:\python\lib\site-packages\virtualenv.py:24: DeprecationWarning: The distutils package is deprecated and slated for removal in Python 3.12. Use setuptools or check PEP 632 for potential alternatives
  import distutils.spawn
D:\python\lib\site-packages\virtualenv.py:25: DeprecationWarning: The distutils.sysconfig module is deprecated, use sysconfig instead
  import distutils.sysconfig
Using base prefix 'D:\\python'
New python executable in D:\voice-cloning\real-time-voice-cloning\venv310\Scripts\python.exe
Traceback (most recent call last):
  File "D:\python\lib\runpy.py", line 196, in _run_module_as_main
    return _run_code(code, main_globals, None,
  File "D:\python\lib\runpy.py", line 86, in _run_code
    exec(code, run_globals)
  File "D:\python\lib\site-packages\virtualenv.py", line 2632, in <module>
    main()
  File "D:\python\lib\site-packages\virtualenv.py", line 860, in main
    create_environment(
  File "D:\python\lib\site-packages\virtualenv.py", line 1156, in create_environment
    install_python(home_dir, lib_dir, inc_dir, bin_dir, site_packages=site_packages, clear=clear, symlink=symlink)
  File "D:\python\lib\site-packages\virtualenv.py", line 1719, in install_python
    fix_local_scheme(home_dir, symlink)
  File "D:\python\lib\site-packages\virtualenv.py", line 1805, in fix_local_scheme
    if sysconfig._get_default_scheme() == "posix_local":
AttributeError: module 'sysconfig' has no attribute '_get_default_scheme'. Did you mean: 'get_default_scheme'?

Here are the commands I ran for activating the virtual environment and none of them worked:

D:\voice-cloning\real-time-voice-cloning>venv310/scripts/activate
'venv310' is not recognized as an internal or external command,
operable program or batch file.

D:\voice-cloning\real-time-voice-cloning>python venv310/scripts/activate
python: can't open file 'D:\\voice-cloning\\real-time-voice-cloning\\venv310\\scripts\\activate': [Errno 2] No such file or directory

D:\voice-cloning\real-time-voice-cloning>venv310/Scripts/activate
'venv310' is not recognized as an internal or external command,
operable program or batch file.

D:\voice-cloning\real-time-voice-cloning>activate
'activate' is not recognized as an internal or external command,
operable program or batch file.

D:\voice-cloning\real-time-voice-cloning>cd venv310

D:\voice-cloning\real-time-voice-cloning\venv310>.\Scripts\activate
'.\Scripts\activate' is not recognized as an internal or external command,
operable program or batch file.

What is missing here?

Thanks.

ANSWER

Answered 2022-Mar-18 at 05:41

Make sure that in the windows PATH variable there is an entry with your python installation and the scripts subfolder eg: C:\Program Files (x86)\Python36-32\ and C:\Program Files (x86)\Python36-32\Scripts
When using pip install virtualenv, make sure that you run cmd as administrator. Otherwise, there might an access denied error during installation and virtualenv will not be installed properly. Make sure that virtualenv has been installed correctly. Check in the python scripts subfolder - there must exist an .exe named virtualenv.exe. If not, uninstall will pip uninstall virtualenv and install again.

Source https://stackoverflow.com/questions/71522731

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install Real-Time-Voice-Cloning

Both Windows and Linux and supported. A GPU is recommended for training and for inference speed, but is not mandatory.
Python 3.7 is recommended. Python 3.5 or greater should work, but you'll probably have to tweak the dependencies' versions. I recommend setting up a virtual environment using venv, but this is optional.
Install ffmpeg. This is necessary for reading audio files.
Install PyTorch. Pick the latest stable version, your operating system, your package manager (pip by default) and finally pick any of the proposed CUDA versions if you have a GPU, otherwise pick CPU. Run the given command.
Install the remaining requirements with pip install -r requirements.txt
Pretrained models are now downloaded automatically. If this doesn't work for you, you can manually download them here.
For playing with the toolbox alone, I only recommend downloading LibriSpeech/train-clean-100. Extract the contents as <datasets_root>/LibriSpeech/train-clean-100 where <datasets_root> is a directory of your choosing. Other datasets are supported in the toolbox, see here. You're free not to download any dataset, but then you will need your own data as audio files or you will have to record it with the toolbox.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

Find more information at: