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Gnosis Vokal. Kit

by zyadzarin Updated: Nov 2, 2021

Build WIth AI 2021 Challenge 2 Kit Submission

Machine Learning

Libraries used for voice activity detection(VAD), embedding extraction and spectral embedding clustering.

pytorchby pytorch

C++ star image 62094 Version:v1.13.1

License: Others (Non-SPDX)

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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pytorchby pytorch

C++ star image 62094 Version:v1.13.1 License: Others (Non-SPDX)

Tensors and Dynamic neural networks in Python with strong GPU acceleration
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scikit-learnby scikit-learn

Python star image 52681 Version:1.2.0

License: Permissive (BSD-3-Clause)

scikit-learn: machine learning in Python

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scikit-learnby scikit-learn

Python star image 52681 Version:1.2.0 License: Permissive (BSD-3-Clause)

scikit-learn: machine learning in Python
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Audio Processing

Libraries used for importing, converting, exporting, playing, and processing audio.

pydubby jiaaro

Python star image 6705 Version:v0.25.1

License: Permissive (MIT)

Manipulate audio with a simple and easy high level interface

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pydubby jiaaro

Python star image 6705 Version:v0.25.1 License: Permissive (MIT)

Manipulate audio with a simple and easy high level interface
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FFmpegby FFmpeg

C star image 33766 Version:n5.0.2

License: Others (Non-SPDX)

Mirror of https://git.ffmpeg.org/ffmpeg.git

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FFmpegby FFmpeg

C star image 33766 Version:n5.0.2 License: Others (Non-SPDX)

Mirror of https://git.ffmpeg.org/ffmpeg.git
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speechbrainby speechbrain

Python star image 5162 Version:v0.5.13

License: Permissive (Apache-2.0)

A PyTorch-based Speech Toolkit

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speechbrainby speechbrain

Python star image 5162 Version:v0.5.13 License: Permissive (Apache-2.0)

A PyTorch-based Speech Toolkit
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User Interface

Libraries used for user interface.

streamlitby streamlit

Python star image 22303 Version:1.16.0

License: Permissive (Apache-2.0)

Streamlit — The fastest way to build data apps in Python

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streamlitby streamlit

Python star image 22303 Version:1.16.0 License: Permissive (Apache-2.0)

Streamlit — The fastest way to build data apps in Python
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matplotlibby matplotlib

Python star image 16757 Version:3.6.2

License: No License (null)

matplotlib: plotting with Python

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matplotlibby matplotlib

Python star image 16757 Version:3.6.2 License: No License

matplotlib: plotting with Python
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pprintby p-ranav

C++ star image 881 Version:v0.9.1

License: Permissive (MIT)

Pretty Printer for Modern C++

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pprintby p-ranav

C++ star image 881 Version:v0.9.1 License: Permissive (MIT)

Pretty Printer for Modern C++
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pandasby pandas-dev

Python star image 36647 Version:1.5.2

License: Permissive (BSD-3-Clause)

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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pandasby pandas-dev

Python star image 36647 Version:1.5.2 License: Permissive (BSD-3-Clause)

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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Miscellaneous

Other libraries used.

jupyterby jupyter

Python star image 13986 Version:Current

License: Permissive (BSD-3-Clause)

Jupyter metapackage for installation, docs and chat

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jupyterby jupyter

Python star image 13986 Version:Current License: Permissive (BSD-3-Clause)

Jupyter metapackage for installation, docs and chat
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scipyby scipy

Python star image 10747 Version:1.10.0

License: Permissive (BSD-3-Clause)

SciPy library main repository

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scipyby scipy

Python star image 10747 Version:1.10.0 License: Permissive (BSD-3-Clause)

SciPy library main repository
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Deployment Information

https://github.com/GnosisUM/Vokal.

The entire solution is available in the GitHub repository. Run the command 'pip install -r requirements.txt' before running. To run: run the command 'streamlit run main.py', a web browser will pop out.

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