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Gnosis Vokal. Kit

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by zyadzarin dot icon Updated: Nov 2, 2021

Solution Kit Solution Kit  

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

Python doticonstar image 67649 doticonVersion:v2.0.1doticon
License: Others (Non-SPDX)

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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            pytorchby pytorch

            Python doticon star image 67649 doticonVersion:v2.0.1doticon License: Others (Non-SPDX)

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

                      Python doticonstar image 54507 doticonVersion:1.2.2doticon
                      License: Permissive (BSD-3-Clause)

                      scikit-learn: machine learning in Python

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                                scikit-learnby scikit-learn

                                Python doticon star image 54507 doticonVersion:1.2.2doticon 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 doticonstar image 7281 doticonVersion:v0.25.1doticon
                                          License: Permissive (MIT)

                                          Manipulate audio with a simple and easy high level interface

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                                                    pydubby jiaaro

                                                    Python doticon star image 7281 doticonVersion:v0.25.1doticon License: Permissive (MIT)

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

                                                              C doticonstar image 36586 doticonVersion:n3.0doticon
                                                              License: Others (Non-SPDX)

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

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                                                                        FFmpegby FFmpeg

                                                                        C doticon star image 36586 doticonVersion:n3.0doticon License: Others (Non-SPDX)

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

                                                                                  Python doticonstar image 6091 doticonVersion:v0.5.14doticon
                                                                                  License: Permissive (Apache-2.0)

                                                                                  A PyTorch-based Speech Toolkit

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                                                                                            speechbrainby speechbrain

                                                                                            Python doticon star image 6091 doticonVersion:v0.5.14doticon License: Permissive (Apache-2.0)

                                                                                            A PyTorch-based Speech Toolkit
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                                                                                                      User Interface

                                                                                                      Libraries used for user interface.

                                                                                                      streamlitby streamlit

                                                                                                      Python doticonstar image 25148 doticonVersion:1.23.1doticon
                                                                                                      License: Permissive (Apache-2.0)

                                                                                                      Streamlit — A faster way to build and share data apps.

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                                                                                                                streamlitby streamlit

                                                                                                                Python doticon star image 25148 doticonVersion:1.23.1doticon License: Permissive (Apache-2.0)

                                                                                                                Streamlit — A faster way to build and share data apps.
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                                                                                                                          matplotlibby matplotlib

                                                                                                                          Python doticonstar image 17514 doticonVersion:v3.7.1doticon
                                                                                                                          no licences License: No License (null)

                                                                                                                          matplotlib: plotting with Python

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                                                                                                                                    matplotlibby matplotlib

                                                                                                                                    Python doticon star image 17514 doticonVersion:v3.7.1doticonno licences License: No License

                                                                                                                                    matplotlib: plotting with Python
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                                                                                                                                              pprintby p-ranav

                                                                                                                                              C++ doticonstar image 881 doticonVersion:v0.9.1doticon
                                                                                                                                              License: Permissive (MIT)

                                                                                                                                              Pretty Printer for Modern C++

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                                                                                                                                                        pprintby p-ranav

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

                                                                                                                                                        Pretty Printer for Modern C++
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                                                                                                                                                                  pandasby pandas-dev

                                                                                                                                                                  Python doticonstar image 38607 doticonVersion:v2.0.2doticon
                                                                                                                                                                  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 doticon star image 38607 doticonVersion:v2.0.2doticon 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 doticonstar image 14397 doticonVersion:Currentdoticon
                                                                                                                                                                                      License: Permissive (BSD-3-Clause)

                                                                                                                                                                                      Jupyter metapackage for installation, docs and chat

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                                                                                                                                                                                                jupyterby jupyter

                                                                                                                                                                                                Python doticon star image 14397 doticonVersion:Currentdoticon License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                Jupyter metapackage for installation, docs and chat
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                                                                                                                                                                                                          scipyby scipy

                                                                                                                                                                                                          Python doticonstar image 11318 doticonVersion:v1.11.0rc1doticon
                                                                                                                                                                                                          License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                          SciPy library main repository

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                                                                                                                                                                                                                    scipyby scipy

                                                                                                                                                                                                                    Python doticon star image 11318 doticonVersion:v1.11.0rc1doticon 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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