sync

.gitignore

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+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# celery beat schedule file
+celerybeat-schedule
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+flagged/
+model/

app.py

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+import gradio as gr
+from huggingface_hub import snapshot_download
+import os
+import spaces
+
+huggingface_token = os.getenv("hf_token")
+
+snapshot_download(
+        repo_id="pollyai/denoiser", 
+        local_dir="model",
+        token=huggingface_token, # type a new token-id.
+    )
+from model.spaces_api import process as api_process
+
+@spaces.GPU
+def process(path, model_config):
+    return api_process(path, model_config)
+
+# Create interface with pitch shift options
+demo = gr.Interface(
+    fn=process,
+    inputs=[
+        gr.Audio(type='filepath', label='input'),
+        gr.Radio(["Denoise", "Noise Extract"], label="Choose mode", value = "Denoise"),
+        
+    ],
+    outputs=[gr.Audio(show_share_button=False, label='output')],
+    allow_flagging="never",
+    clear_btn = None
+)
+
+demo.launch(server_port=8099)

requirements.txt

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+gradio
+flask
+numpy
+torch
+torchaudio
+transformers
+einops
+encodec
+tqdm
+gunicorn