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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++ 62094 Version:v1.13.1
pytorchby pytorch
C++ 62094 Version:v1.13.1 License: Others (Non-SPDX)
scikit-learnby scikit-learn
Python 52681 Version:1.2.0
scikit-learnby scikit-learn
Python 52681 Version:1.2.0 License: Permissive (BSD-3-Clause)
Audio Processing
Libraries used for importing, converting, exporting, playing, and processing audio.
pydubby jiaaro
Python 6705 Version:v0.25.1
pydubby jiaaro
Python 6705 Version:v0.25.1 License: Permissive (MIT)
speechbrainby speechbrain
Python 5162 Version:v0.5.13
speechbrainby speechbrain
Python 5162 Version:v0.5.13 License: Permissive (Apache-2.0)
User Interface
Libraries used for user interface.
streamlitby streamlit
Python 22303 Version:1.16.0
streamlitby streamlit
Python 22303 Version:1.16.0 License: Permissive (Apache-2.0)
matplotlibby matplotlib
Python 16757 Version:3.6.2
matplotlibby matplotlib
Python 16757 Version:3.6.2 License: No License
pandasby pandas-dev
Python 36647 Version:1.5.2
pandasby pandas-dev
Python 36647 Version:1.5.2 License: Permissive (BSD-3-Clause)
Miscellaneous
Other libraries used.
jupyterby jupyter
Python 13986 Version:Current
jupyterby jupyter
Python 13986 Version:Current License: Permissive (BSD-3-Clause)
Deployment Information
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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