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Runtime error
Runtime error
Yi Jin commited on
Added IAT and TTS SDK for app
Browse files- .gitignore +179 -0
- .vscode/settings.json +4 -0
- iat.py +106 -0
- requirements.txt +7 -0
- tts.py +98 -0
.gitignore
ADDED
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@@ -0,0 +1,179 @@
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| 1 |
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# Created by https://www.toptal.com/developers/gitignore/api/python
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| 2 |
+
# Edit at https://www.toptal.com/developers/gitignore?templates=python
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| 3 |
+
|
| 4 |
+
### Python ###
|
| 5 |
+
# Byte-compiled / optimized / DLL files
|
| 6 |
+
__pycache__/
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| 7 |
+
*.py[cod]
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| 8 |
+
*$py.class
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| 9 |
+
|
| 10 |
+
# C extensions
|
| 11 |
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*.so
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| 12 |
+
|
| 13 |
+
# Distribution / packaging
|
| 14 |
+
.Python
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| 15 |
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build/
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| 16 |
+
develop-eggs/
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| 17 |
+
dist/
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| 18 |
+
downloads/
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| 19 |
+
eggs/
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| 20 |
+
.eggs/
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| 21 |
+
lib/
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| 22 |
+
lib64/
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| 23 |
+
parts/
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| 24 |
+
sdist/
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| 25 |
+
var/
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| 26 |
+
wheels/
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| 27 |
+
share/python-wheels/
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| 28 |
+
*.egg-info/
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| 29 |
+
.installed.cfg
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| 30 |
+
*.egg
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| 31 |
+
MANIFEST
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| 32 |
+
|
| 33 |
+
# PyInstaller
|
| 34 |
+
# Usually these files are written by a python script from a template
|
| 35 |
+
# before PyInstaller builds the exe, so as to inject date/other infos into it.
|
| 36 |
+
*.manifest
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| 37 |
+
*.spec
|
| 38 |
+
|
| 39 |
+
# Installer logs
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| 40 |
+
pip-log.txt
|
| 41 |
+
pip-delete-this-directory.txt
|
| 42 |
+
|
| 43 |
+
# Unit test / coverage reports
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| 44 |
+
htmlcov/
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| 45 |
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.tox/
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| 46 |
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.nox/
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| 47 |
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.coverage
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| 48 |
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.coverage.*
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| 49 |
+
.cache
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| 50 |
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nosetests.xml
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| 51 |
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coverage.xml
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| 52 |
+
*.cover
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| 53 |
+
*.py,cover
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| 54 |
+
.hypothesis/
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| 55 |
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.pytest_cache/
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| 56 |
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cover/
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| 57 |
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|
| 58 |
+
# Translations
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| 59 |
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*.mo
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| 60 |
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*.pot
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| 61 |
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| 62 |
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# Django stuff:
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| 63 |
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*.log
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| 64 |
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local_settings.py
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| 65 |
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db.sqlite3
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| 66 |
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db.sqlite3-journal
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| 67 |
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|
| 68 |
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# Flask stuff:
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| 69 |
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instance/
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| 70 |
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.webassets-cache
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| 71 |
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|
| 72 |
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# Scrapy stuff:
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| 73 |
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.scrapy
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| 74 |
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|
| 75 |
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# Sphinx documentation
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| 76 |
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docs/_build/
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| 77 |
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|
| 78 |
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# PyBuilder
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| 79 |
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.pybuilder/
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| 80 |
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target/
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| 81 |
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| 82 |
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# Jupyter Notebook
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| 83 |
+
.ipynb_checkpoints
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| 84 |
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| 85 |
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# IPython
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| 86 |
+
profile_default/
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| 87 |
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ipython_config.py
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| 88 |
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|
| 89 |
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# pyenv
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| 90 |
+
# For a library or package, you might want to ignore these files since the code is
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| 91 |
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# intended to run in multiple environments; otherwise, check them in:
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| 92 |
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# .python-version
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| 93 |
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|
| 94 |
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# pipenv
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| 95 |
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# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
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| 96 |
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# However, in case of collaboration, if having platform-specific dependencies or dependencies
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| 97 |
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# having no cross-platform support, pipenv may install dependencies that don't work, or not
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| 98 |
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# install all needed dependencies.
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| 99 |
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#Pipfile.lock
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| 100 |
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|
| 101 |
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# poetry
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| 102 |
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# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
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| 103 |
+
# This is especially recommended for binary packages to ensure reproducibility, and is more
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| 104 |
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# commonly ignored for libraries.
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| 105 |
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# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
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| 106 |
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#poetry.lock
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| 107 |
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|
| 108 |
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# pdm
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| 109 |
+
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
|
| 110 |
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#pdm.lock
|
| 111 |
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# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
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| 112 |
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# in version control.
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| 113 |
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# https://pdm.fming.dev/#use-with-ide
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| 114 |
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.pdm.toml
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| 115 |
+
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| 116 |
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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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| 118 |
+
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| 119 |
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# Celery stuff
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| 120 |
+
celerybeat-schedule
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| 121 |
+
celerybeat.pid
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| 122 |
+
|
| 123 |
+
# SageMath parsed files
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| 124 |
+
*.sage.py
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| 125 |
+
|
| 126 |
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# Environments
|
| 127 |
+
.env
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| 128 |
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.venv
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| 129 |
+
env/
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| 130 |
+
venv/
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| 131 |
+
ENV/
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| 132 |
+
env.bak/
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| 133 |
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venv.bak/
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| 134 |
+
|
| 135 |
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# Spyder project settings
|
| 136 |
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.spyderproject
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| 137 |
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.spyproject
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| 138 |
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|
| 139 |
+
# Rope project settings
|
| 140 |
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.ropeproject
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| 141 |
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|
| 142 |
+
# mkdocs documentation
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| 143 |
+
/site
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| 144 |
+
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| 145 |
+
# mypy
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| 146 |
+
.mypy_cache/
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| 147 |
+
.dmypy.json
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| 148 |
+
dmypy.json
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| 149 |
+
|
| 150 |
+
# Pyre type checker
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| 151 |
+
.pyre/
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| 152 |
+
|
| 153 |
+
# pytype static type analyzer
|
| 154 |
+
.pytype/
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| 155 |
+
|
| 156 |
+
# Cython debug symbols
|
| 157 |
+
cython_debug/
|
| 158 |
+
|
| 159 |
+
# PyCharm
|
| 160 |
+
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
|
| 161 |
+
# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
|
| 162 |
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# and can be added to the global gitignore or merged into this file. For a more nuclear
|
| 163 |
+
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
|
| 164 |
+
#.idea/
|
| 165 |
+
|
| 166 |
+
### Python Patch ###
|
| 167 |
+
# Poetry local configuration file - https://python-poetry.org/docs/configuration/#local-configuration
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| 168 |
+
poetry.toml
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| 169 |
+
|
| 170 |
+
# ruff
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| 171 |
+
.ruff_cache/
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| 172 |
+
|
| 173 |
+
# LSP config files
|
| 174 |
+
pyrightconfig.json
|
| 175 |
+
|
| 176 |
+
# End of https://www.toptal.com/developers/gitignore/api/python
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| 177 |
+
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| 178 |
+
config.yaml
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| 179 |
+
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.vscode/settings.json
ADDED
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@@ -0,0 +1,4 @@
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{
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"python.analysis.autoImportCompletions": true,
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"python.analysis.typeCheckingMode": "basic"
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}
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iat.py
ADDED
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@@ -0,0 +1,106 @@
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| 1 |
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from urllib.parse import urlparse, urlencode
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from wsgiref.handlers import format_date_time
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| 3 |
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from datetime import datetime
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| 4 |
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import hmac
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| 5 |
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import hashlib
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| 6 |
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import base64
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| 7 |
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import numpy as np
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| 8 |
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import json
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| 9 |
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import websockets.client
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| 10 |
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from websockets.exceptions import ConnectionClosedError
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| 11 |
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import time
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| 12 |
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| 13 |
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STATUS_FIRST_FRAME = 0
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STATUS_CONTINUE_FRAME = 1
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| 15 |
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STATUS_LAST_FRAME = 2
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| 16 |
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| 17 |
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'''
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| 18 |
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XFYun's IAT Client, which is used to convert speech to text.
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| 19 |
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'''
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| 20 |
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class IATClient:
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| 21 |
+
def __init__(
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| 22 |
+
self,
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| 23 |
+
app_id: str,
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| 24 |
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api_key: str,
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| 25 |
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api_secret: str,
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| 26 |
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endpoint="wss://ws-api.xfyun.cn/v2/iat",
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| 27 |
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) -> None:
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| 28 |
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self.app_id = app_id
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| 29 |
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self.api_key = api_key
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| 30 |
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self.api_secret = api_secret
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| 31 |
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self.endpoint = endpoint
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| 32 |
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self.common_args = {"app_id": self.app_id}
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| 33 |
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self.business_args = {
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| 34 |
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"domain": "iat",
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| 35 |
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"language": "zh_cn",
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| 36 |
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"accent": "mandarin",
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| 37 |
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"vinfo": 1,
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| 38 |
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"vad_eos": 10000,
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| 39 |
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}
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| 41 |
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# To convert ndarray audio data to PCM-style bytes
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| 42 |
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# Gradio Audio Module returns a tuple of (sampling_rate, np.ndarray)
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| 43 |
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# And the np.ndarray is the audio data, which is range from -32768 to 32767 matching PCM range.
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| 44 |
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def encode_pcm(self, source: np.ndarray):
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| 45 |
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return source.astype(np.int16).tobytes()
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| 46 |
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| 47 |
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def create_url(self):
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| 48 |
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parse_result = urlparse(self.endpoint)
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| 49 |
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host = parse_result.hostname
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| 50 |
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# RFC1123 Timestamp
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| 51 |
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date = format_date_time(time.mktime(datetime.now().timetuple()))
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| 52 |
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path = parse_result.path
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| 53 |
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| 54 |
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sign_raw_str = f"host: {host}\ndate: {date}\nGET {path} HTTP/1.1"
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| 55 |
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sign_sha = hmac.new(
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| 56 |
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self.api_secret.encode("utf-8"),
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| 57 |
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sign_raw_str.encode("utf-8"),
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| 58 |
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digestmod=hashlib.sha256,
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| 59 |
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).digest()
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| 60 |
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auth_origin = 'api_key="%s", algorithm="%s", headers="%s", signature="%s"' % (
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| 61 |
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self.api_key,
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"hmac-sha256",
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| 63 |
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"host date request-line",
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| 64 |
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sign_sha,
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| 65 |
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)
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| 66 |
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auth = base64.b64encode(auth_origin.encode("utf-8")).decode("utf-8")
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params = {
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| 68 |
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"authorization": auth,
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| 69 |
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"date": date,
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| 70 |
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"host": host,
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| 71 |
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}
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| 72 |
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url = f"{self.endpoint}?{urlencode(params)}"
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| 73 |
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return url
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| 74 |
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|
| 75 |
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def prepare_data(self, audio: bytes, chunk_size=1280, sampling_rate=16000):
|
| 76 |
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status = STATUS_FIRST_FRAME
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| 77 |
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for i in range(0, len(audio), chunk_size):
|
| 78 |
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chunk = audio[i : i + chunk_size]
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| 79 |
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if i + chunk_size >= len(audio):
|
| 80 |
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status = STATUS_LAST_FRAME
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| 81 |
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data = {
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| 82 |
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"status": status,
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| 83 |
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"format": f"audio/L16;rate={sampling_rate}",
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| 84 |
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"audio": base64.b64encode(chunk).decode("utf-8"),
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| 85 |
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"encoding": "raw",
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| 86 |
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}
|
| 87 |
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payload = {"data": data}
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| 88 |
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if status == STATUS_FIRST_FRAME:
|
| 89 |
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payload["common"] = self.common_args
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| 90 |
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payload["business"] = self.business_args
|
| 91 |
+
yield payload
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| 92 |
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status = STATUS_CONTINUE_FRAME
|
| 93 |
+
|
| 94 |
+
async def dictate(self, audio: tuple[int, np.ndarray], interval=0.4):
|
| 95 |
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url = self.create_url()
|
| 96 |
+
sampling_rate, source = audio
|
| 97 |
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pcm = self.encode_pcm(source)
|
| 98 |
+
async with websockets.client.connect(url) as ws:
|
| 99 |
+
for payload in self.prepare_data(pcm, sampling_rate=sampling_rate):
|
| 100 |
+
await ws.send(json.dumps(payload))
|
| 101 |
+
time.sleep(interval)
|
| 102 |
+
try:
|
| 103 |
+
async for message in ws:
|
| 104 |
+
yield message
|
| 105 |
+
except ConnectionClosedError as e:
|
| 106 |
+
print(f"Connection closed: {e.code} {e.reason}")
|
requirements.txt
ADDED
|
@@ -0,0 +1,7 @@
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|
|
|
|
| 1 |
+
gradio
|
| 2 |
+
jupyter
|
| 3 |
+
requests
|
| 4 |
+
websocket-client
|
| 5 |
+
zhipuai
|
| 6 |
+
loguru
|
| 7 |
+
numpy
|
tts.py
ADDED
|
@@ -0,0 +1,98 @@
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|
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|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from urllib.parse import urlparse, urlencode
|
| 2 |
+
from wsgiref.handlers import format_date_time
|
| 3 |
+
from datetime import datetime
|
| 4 |
+
import hmac
|
| 5 |
+
import hashlib
|
| 6 |
+
import base64
|
| 7 |
+
import numpy as np
|
| 8 |
+
import json
|
| 9 |
+
import websockets.client
|
| 10 |
+
from websockets.exceptions import ConnectionClosedError
|
| 11 |
+
import time
|
| 12 |
+
|
| 13 |
+
STATUS_FIRST_FRAME = 0
|
| 14 |
+
STATUS_CONTINUE_FRAME = 1
|
| 15 |
+
STATUS_LAST_FRAME = 2
|
| 16 |
+
|
| 17 |
+
|
| 18 |
+
class TTSClient:
|
| 19 |
+
|
| 20 |
+
def __init__(
|
| 21 |
+
self,
|
| 22 |
+
app_id: str,
|
| 23 |
+
api_key: str,
|
| 24 |
+
api_secret: str,
|
| 25 |
+
endpoint="wss://ws-api.xfyun.cn/v2/tts",
|
| 26 |
+
) -> None:
|
| 27 |
+
self.app_id = app_id
|
| 28 |
+
self.api_key = api_key
|
| 29 |
+
self.api_secret = api_secret
|
| 30 |
+
self.endpoint = endpoint
|
| 31 |
+
self.common_args = {"app_id": self.app_id}
|
| 32 |
+
self.business_args = {
|
| 33 |
+
"aue": "raw",
|
| 34 |
+
"auf": "audio/L16;rate=16000",
|
| 35 |
+
"vcn": "xiaoyan",
|
| 36 |
+
"tte": "utf8",
|
| 37 |
+
}
|
| 38 |
+
|
| 39 |
+
def prepare_data(self, text: str):
|
| 40 |
+
return {
|
| 41 |
+
"common": self.common_args,
|
| 42 |
+
"business": self.business_args,
|
| 43 |
+
"data": {
|
| 44 |
+
"status": 2,
|
| 45 |
+
"text": str(base64.b64encode(text.encode("utf-8")), "UTF8"),
|
| 46 |
+
},
|
| 47 |
+
}
|
| 48 |
+
|
| 49 |
+
def create_url(self):
|
| 50 |
+
parse_result = urlparse(self.endpoint)
|
| 51 |
+
host = parse_result.hostname
|
| 52 |
+
# RFC1123 Timestamp
|
| 53 |
+
date = format_date_time(time.mktime(datetime.now().timetuple()))
|
| 54 |
+
path = parse_result.path
|
| 55 |
+
|
| 56 |
+
sign_raw_str = f"host: {host}\ndate: {date}\nGET {path} HTTP/1.1"
|
| 57 |
+
sign_sha = hmac.new(
|
| 58 |
+
self.api_secret.encode("utf-8"),
|
| 59 |
+
sign_raw_str.encode("utf-8"),
|
| 60 |
+
digestmod=hashlib.sha256,
|
| 61 |
+
).digest()
|
| 62 |
+
auth_origin = 'api_key="%s", algorithm="%s", headers="%s", signature="%s"' % (
|
| 63 |
+
self.api_key,
|
| 64 |
+
"hmac-sha256",
|
| 65 |
+
"host date request-line",
|
| 66 |
+
sign_sha,
|
| 67 |
+
)
|
| 68 |
+
auth = base64.b64encode(auth_origin.encode("utf-8")).decode("utf-8")
|
| 69 |
+
params = {
|
| 70 |
+
"authorization": auth,
|
| 71 |
+
"date": date,
|
| 72 |
+
"host": host,
|
| 73 |
+
}
|
| 74 |
+
url = f"{self.endpoint}?{urlencode(params)}"
|
| 75 |
+
return url
|
| 76 |
+
|
| 77 |
+
def parse_result(self, result: bytes) -> np.ndarray:
|
| 78 |
+
return np.frombuffer(result, dtype=np.int16)
|
| 79 |
+
|
| 80 |
+
async def generate(self, text: str):
|
| 81 |
+
url = self.create_url()
|
| 82 |
+
data = self.prepare_data(text)
|
| 83 |
+
result = bytearray()
|
| 84 |
+
async with websockets.client.connect(url) as ws:
|
| 85 |
+
await ws.send(json.dumps(data))
|
| 86 |
+
while True:
|
| 87 |
+
try:
|
| 88 |
+
message = await ws.recv()
|
| 89 |
+
message = json.loads(message)
|
| 90 |
+
audio = message["data"]["audio"]
|
| 91 |
+
audio = base64.b64decode(audio)
|
| 92 |
+
status = message["data"]["status"]
|
| 93 |
+
result += audio
|
| 94 |
+
if status == STATUS_LAST_FRAME:
|
| 95 |
+
break
|
| 96 |
+
except ConnectionClosedError:
|
| 97 |
+
break
|
| 98 |
+
return self.parse_result(bytes(result))
|