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.gitignore
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.gitignore
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### Python template
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# Byte-compiled / optimized / DLL files
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__pycache__/
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*.py[cod]
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*$py.class
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# C extensions
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*.so
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# Distribution / packaging
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.Python
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build/
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develop-eggs/
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dist/
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downloads/
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eggs/
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.eggs/
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lib/
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lib64/
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parts/
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sdist/
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var/
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wheels/
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share/python-wheels/
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*.egg-info/
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.installed.cfg
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*.egg
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MANIFEST
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# PyInstaller
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# Usually these files are written by a python script from a template
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# before PyInstaller builds the exe, so as to inject date/other infos into it.
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*.manifest
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*.spec
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# Installer logs
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pip-log.txt
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pip-delete-this-directory.txt
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# Unit test / coverage reports
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htmlcov/
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.tox/
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.nox/
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.coverage
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.coverage.*
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.cache
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nosetests.xml
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coverage.xml
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*.cover
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*.py,cover
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.hypothesis/
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.pytest_cache/
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cover/
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# Translations
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*.mo
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*.pot
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# Django stuff:
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*.log
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local_settings.py
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db.sqlite3
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db.sqlite3-journal
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# Flask stuff:
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instance/
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.webassets-cache
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# Scrapy stuff:
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.scrapy
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# Sphinx documentation
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docs/_build/
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# PyBuilder
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.pybuilder/
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target/
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# Jupyter Notebook
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.ipynb_checkpoints
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# IPython
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profile_default/
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ipython_config.py
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# pyenv
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# For a library or package, you might want to ignore these files since the code is
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# intended to run in multiple environments; otherwise, check them in:
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# .python-version
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# pipenv
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# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
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# However, in case of collaboration, if having platform-specific dependencies or dependencies
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# having no cross-platform support, pipenv may install dependencies that don't work, or not
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# install all needed dependencies.
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#Pipfile.lock
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# poetry
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# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
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# This is especially recommended for binary packages to ensure reproducibility, and is more
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# commonly ignored for libraries.
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# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
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#poetry.lock
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# pdm
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# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
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#pdm.lock
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# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
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# in version control.
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# https://pdm.fming.dev/latest/usage/project/#working-with-version-control
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.pdm.toml
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.pdm-python
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.pdm-build/
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# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
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__pypackages__/
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# Celery stuff
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celerybeat-schedule
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celerybeat.pid
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# SageMath parsed files
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*.sage.py
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# Environments
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.env
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.venv
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env/
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venv/
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ENV/
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env.bak/
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venv.bak/
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# Spyder project settings
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.spyderproject
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.spyproject
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# Rope project settings
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.ropeproject
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# mkdocs documentation
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/site
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# mypy
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.mypy_cache/
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.dmypy.json
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dmypy.json
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# Pyre type checker
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.pyre/
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# pytype static type analyzer
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.pytype/
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# Cython debug symbols
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cython_debug/
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# PyCharm
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# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
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# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
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# and can be added to the global gitignore or merged into this file. For a more nuclear
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# option (not recommended) you can uncomment the following to ignore the entire idea folder.
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#.idea/
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.idea/.gitignore
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.idea/.gitignore
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# Default ignored files
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/shelf/
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/workspace.xml
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# Editor-based HTTP Client requests
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/httpRequests/
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# Datasource local storage ignored files
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/dataSources/
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/dataSources.local.xml
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.idea/audio-transcript.iml
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.idea/audio-transcript.iml
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<?xml version="1.0" encoding="UTF-8"?>
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<module type="PYTHON_MODULE" version="4">
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<component name="NewModuleRootManager">
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<content url="file://$MODULE_DIR$">
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<excludeFolder url="file://$MODULE_DIR$/.venv" />
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</content>
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<orderEntry type="jdk" jdkName="Python 3.10 (audio-transcript)" jdkType="Python SDK" />
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<orderEntry type="sourceFolder" forTests="false" />
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</component>
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</module>
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.idea/inspectionProfiles/profiles_settings.xml
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.idea/inspectionProfiles/profiles_settings.xml
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<component name="InspectionProjectProfileManager">
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<settings>
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<option name="USE_PROJECT_PROFILE" value="false" />
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<version value="1.0" />
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</settings>
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</component>
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.idea/misc.xml
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.idea/misc.xml
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<?xml version="1.0" encoding="UTF-8"?>
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<project version="4">
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<component name="Black">
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<option name="sdkName" value="Python 3.10 (audio-transcript)" />
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</component>
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</project>
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.idea/modules.xml
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.idea/modules.xml
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<?xml version="1.0" encoding="UTF-8"?>
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<project version="4">
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<component name="ProjectModuleManager">
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<modules>
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<module fileurl="file://$PROJECT_DIR$/.idea/audio-transcript.iml" filepath="$PROJECT_DIR$/.idea/audio-transcript.iml" />
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</modules>
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</component>
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</project>
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.idea/vcs.xml
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<?xml version="1.0" encoding="UTF-8"?>
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<project version="4">
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<component name="VcsDirectoryMappings">
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<mapping directory="$PROJECT_DIR$" vcs="Git" />
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</component>
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</project>
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README.md
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README.md
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# Project README
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## Setting Up the Project Environment
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Follow the steps below to set up your project environment:
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### 1. Create a Virtual Environment
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To isolate the project dependencies and prevent conflicts, create a virtual environment using the following commands:
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```bash
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# Create the virtual environment
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python3 -m venv venv
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# Activate the virtual environment:
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source venv/bin/activate
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```
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### 2. Install Project Dependencies
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Once the virtual environment is activated, install the required dependencies using `pip`:
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```bash
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pip install -r requirements.txt
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```
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Make sure you have a `requirements.txt` file in the project directory with the list of all required dependencies.
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## Running the Script
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To run the Python script `transcribe.py`, you need to provide an audio file as a parameter. Use the following command:
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```bash
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python transcribe.py <audio_file>
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```
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- Replace `<audio_file>` with the path to your audio file.
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- Example:
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```bash
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python transcribe.py sample_audio.wav
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```
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## Where is downloaded the AI Whisper model ?
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When using the `openai-whisper` package, the AI Whisper model is downloaded and stored in a local cache directory. By
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default, it is stored under the user's home directory in the following path:
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```plaintext
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~/.cache/whisper/
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```
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Here:
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- `~` refers to the user's home directory.
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- `.cache/whisper/` is the folder where the models are cached.
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The cache directory contains the downloaded model files, which are reused in subsequent runs to avoid re-downloading
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them. Specifically:
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- Whisper downloads the model files when they are first used, based on the requested model size (e.g., `base`, `medium`,
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or `large`).
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If you need to modify or relocate the cache directory, you can set the `WHISPER_CACHE_DIR` environment variable to
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specify a custom path for storing these files.
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## Notes
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- Ensure that your virtual environment is activated before running the script.
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- If you encounter any missing dependencies, double-check your `requirements.txt` file and re-run the installation
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command.
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Happy coding!
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requirements.txt
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requirements.txt
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openai-whisper==20240930
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torch==2.6.0
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23
transcribe.py
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transcribe.py
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import sys
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import whisper
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def transcribe_audio(audio_path):
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# Load the Whisper model
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model = whisper.load_model("base")
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# Transcribe the audio file
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print(f"Transcribing: {audio_path} ...")
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result = model.transcribe(audio_path, language="fr")
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# Print and return transcription
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transcription = result["text"]
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print("\nTranscription:\n")
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print(transcription)
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return transcription
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if __name__ == "__main__":
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if len(sys.argv) < 2:
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print("Usage: python transcribe.py path/to/audiofile")
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else:
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audio_file = sys.argv[1]
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transcribe_audio(audio_file)
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