Update

DeepfakeModel.ipynb

@@ -9,34 +9,145 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Requirement already satisfied: torch in c:\\users\\asus\\anaconda3\\lib\\site-packages (2.5.1)Note: you may need to restart the kernel to use updated packages.\n",
-      "\n",
-      "Requirement already satisfied: torchvision in c:\\users\\asus\\anaconda3\\lib\\site-packages (0.20.1)\n",
-      "Requirement already satisfied: torchaudio in c:\\users\\asus\\anaconda3\\lib\\site-packages (2.5.1)\n",
-      "Requirement already satisfied: PySoundFile in c:\\users\\asus\\anaconda3\\lib\\site-packages (0.9.0.post1)\n",
-      "Requirement already satisfied: filelock in c:\\users\\asus\\anaconda3\\lib\\site-packages (from torch) (3.13.1)\n",
-      "Requirement already satisfied: typing-extensions>=4.8.0 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from torch) (4.11.0)\n",
-      "Requirement already satisfied: networkx in c:\\users\\asus\\anaconda3\\lib\\site-packages (from torch) (3.3)\n",
-      "Requirement already satisfied: jinja2 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from torch) (3.1.4)\n",
-      "Requirement already satisfied: fsspec in c:\\users\\asus\\anaconda3\\lib\\site-packages (from torch) (2024.6.1)\n",
-      "Requirement already satisfied: setuptools in c:\\users\\asus\\anaconda3\\lib\\site-packages (from torch) (75.1.0)\n",
-      "Requirement already satisfied: sympy==1.13.1 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from torch) (1.13.1)\n",
-      "Requirement already satisfied: mpmath<1.4,>=1.1.0 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from sympy==1.13.1->torch) (1.3.0)\n",
-      "Requirement already satisfied: numpy in c:\\users\\asus\\anaconda3\\lib\\site-packages (from torchvision) (1.26.4)\n",
-      "Requirement already satisfied: pillow!=8.3.*,>=5.3.0 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from torchvision) (10.4.0)\n",
-      "Requirement already satisfied: cffi>=0.6 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from PySoundFile) (1.17.1)\n",
-      "Requirement already satisfied: pycparser in c:\\users\\asus\\anaconda3\\lib\\site-packages (from cffi>=0.6->PySoundFile) (2.21)\n",
-      "Requirement already satisfied: MarkupSafe>=2.0 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from jinja2->torch) (2.1.3)\n"
+      "Collecting fastapi (from -r requirements.txt (line 1))\n",
+      "  Using cached fastapi-0.115.6-py3-none-any.whl.metadata (27 kB)\n",
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+      "  Using cached uvicorn-0.34.0-py3-none-any.whl.metadata (6.5 kB)\n",
+      "Collecting transformers (from -r requirements.txt (line 3))\n",
+      "  Using cached transformers-4.47.0-py3-none-any.whl.metadata (43 kB)\n",
+      "Collecting torch (from -r requirements.txt (line 4))\n",
+      "  Using cached torch-2.5.1-cp312-cp312-win_amd64.whl.metadata (28 kB)\n",
+      "Collecting torchvision (from -r requirements.txt (line 5))\n",
+      "  Using cached torchvision-0.20.1-cp312-cp312-win_amd64.whl.metadata (6.2 kB)\n",
+      "Collecting torchaudio (from -r requirements.txt (line 6))\n",
+      "  Using cached torchaudio-2.5.1-cp312-cp312-win_amd64.whl.metadata (6.5 kB)\n",
+      "Collecting PySoundFile (from -r requirements.txt (line 7))\n",
+      "  Using cached PySoundFile-0.9.0.post1-py2.py3.cp26.cp27.cp32.cp33.cp34.cp35.cp36.pp27.pp32.pp33-none-win_amd64.whl.metadata (9.4 kB)\n",
+      "Collecting ffmpeg-python (from -r requirements.txt (line 8))\n",
+      "  Using cached ffmpeg_python-0.2.0-py3-none-any.whl.metadata (1.7 kB)\n",
+      "Collecting pydantic (from -r requirements.txt (line 9))\n",
+      "  Using cached pydantic-2.10.3-py3-none-any.whl.metadata (172 kB)\n",
+      "Collecting numpy (from -r requirements.txt (line 10))\n",
+      "  Using cached numpy-2.2.0-cp312-cp312-win_amd64.whl.metadata (60 kB)\n",
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+      "  Using cached python_multipart-0.0.19-py3-none-any.whl.metadata (1.8 kB)\n",
+      "Collecting starlette<0.42.0,>=0.40.0 (from fastapi->-r requirements.txt (line 1))\n",
+      "  Using cached starlette-0.41.3-py3-none-any.whl.metadata (6.0 kB)\n",
+      "Requirement already satisfied: typing-extensions>=4.8.0 in c:\\users\\asus\\anaconda3\\envs\\modelenv\\lib\\site-packages (from fastapi->-r requirements.txt (line 1)) (4.12.2)\n",
+      "Collecting click>=7.0 (from uvicorn->-r requirements.txt (line 2))\n",
+      "  Using cached click-8.1.7-py3-none-any.whl.metadata (3.0 kB)\n",
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+      "  Using cached h11-0.14.0-py3-none-any.whl.metadata (8.2 kB)\n",
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+      "Collecting huggingface-hub<1.0,>=0.24.0 (from transformers->-r requirements.txt (line 3))\n",
+      "  Using cached huggingface_hub-0.27.0-py3-none-any.whl.metadata (13 kB)\n",
+      "Requirement already satisfied: packaging>=20.0 in c:\\users\\asus\\anaconda3\\envs\\modelenv\\lib\\site-packages (from transformers->-r requirements.txt (line 3)) (24.2)\n",
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+      "  Using cached requests-2.32.3-py3-none-any.whl.metadata (4.6 kB)\n",
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+      "  Using cached tokenizers-0.21.0-cp39-abi3-win_amd64.whl.metadata (6.9 kB)\n",
+      "Collecting safetensors>=0.4.1 (from transformers->-r requirements.txt (line 3))\n",
+      "  Using cached safetensors-0.4.5-cp312-none-win_amd64.whl.metadata (3.9 kB)\n",
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+      "Requirement already satisfied: setuptools in c:\\users\\asus\\anaconda3\\envs\\modelenv\\lib\\site-packages (from torch->-r requirements.txt (line 4)) (75.6.0)\n",
+      "Collecting sympy==1.13.1 (from torch->-r requirements.txt (line 4))\n",
+      "  Using cached sympy-1.13.1-py3-none-any.whl.metadata (12 kB)\n",
+      "Collecting mpmath<1.4,>=1.1.0 (from sympy==1.13.1->torch->-r requirements.txt (line 4))\n",
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+      "Collecting pillow!=8.3.*,>=5.3.0 (from torchvision->-r requirements.txt (line 5))\n",
+      "  Downloading pillow-11.0.0-cp312-cp312-win_amd64.whl.metadata (9.3 kB)\n",
+      "Collecting cffi>=0.6 (from PySoundFile->-r requirements.txt (line 7))\n",
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+      "Using cached sniffio-1.3.1-py3-none-any.whl (10 kB)\n",
+      "Installing collected packages: mpmath, urllib3, tqdm, sympy, sniffio, safetensors, regex, pyyaml, python-multipart, pydantic-core, pycparser, pillow, numpy, networkx, MarkupSafe, idna, h11, future, fsspec, filelock, click, charset-normalizer, certifi, annotated-types, uvicorn, requests, pydantic, jinja2, ffmpeg-python, cffi, anyio, torch, starlette, PySoundFile, huggingface-hub, torchvision, torchaudio, tokenizers, fastapi, transformers\n",
+      "Successfully installed MarkupSafe-3.0.2 PySoundFile-0.9.0.post1 annotated-types-0.7.0 anyio-4.7.0 certifi-2024.12.14 cffi-1.17.1 charset-normalizer-3.4.0 click-8.1.7 fastapi-0.115.6 ffmpeg-python-0.2.0 filelock-3.16.1 fsspec-2024.10.0 future-1.0.0 h11-0.14.0 huggingface-hub-0.27.0 idna-3.10 jinja2-3.1.4 mpmath-1.3.0 networkx-3.4.2 numpy-2.2.0 pillow-11.0.0 pycparser-2.22 pydantic-2.10.3 pydantic-core-2.27.1 python-multipart-0.0.19 pyyaml-6.0.2 regex-2024.11.6 requests-2.32.3 safetensors-0.4.5 sniffio-1.3.1 starlette-0.41.3 sympy-1.13.1 tokenizers-0.21.0 torch-2.5.1 torchaudio-2.5.1 torchvision-0.20.1 tqdm-4.67.1 transformers-4.47.0 urllib3-2.2.3 uvicorn-0.34.0\n",
+      "Note: you may need to restart the kernel to use updated packages.\n"
      ]
     }
    ],
    "source": [
-    "pip install torch torchvision torchaudio PySoundFile ffmpeg-python"
+    "pip install -r requirements.txt"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -52,6 +163,23 @@
     "print(str(torchaudio.list_audio_backends()))"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
+   "source": [
+    "pip list --format=freeze > requirements.txt"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 12,
@@ -256,7 +384,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "base",
+   "display_name": "modelEnv",
    "language": "python",
    "name": "python3"
   },
@@ -270,7 +398,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.7"
+   "version": "3.12.8"
   }
  },
  "nbformat": 4,

DeepfakeModel.py

@@ -115,5 +115,8 @@ async def infer(file: UploadFile = File(...)):
 
 @app.get("/health")
 async def health():
-    return {"message": "ok"}
+    return {
+        "message": "ok",
+        "Sound":str(torchaudio.list_audio_backends())
+        }
 

requirements.txt

@@ -1,11 +1,76 @@
-fastapi
-uvicorn
-transformers
-torch
-torchvision
-torchaudio
-PySoundFile
-ffmpeg-python
-pydantic
-numpy
-python-multipart
+annotated-types==0.7.0
+anyio==4.7.0
+asttokens==2.4.1
+certifi==2024.12.14
+cffi==1.17.1
+charset-normalizer==3.4.0
+click==8.1.7
+colorama==0.4.6
+comm==0.2.2
+debugpy==1.8.1
+decorator==5.1.1
+exceptiongroup==1.2.2
+executing==2.0.1
+fastapi==0.115.6
+ffmpeg-python==0.2.0
+filelock==3.16.1
+fsspec==2024.10.0
+future==1.0.0
+h11==0.14.0
+huggingface-hub==0.27.0
+idna==3.10
+importlib_metadata==8.5.0
+ipykernel==6.29.4
+ipython==8.23.0
+jedi==0.19.1
+Jinja2==3.1.4
+jupyter_client==8.6.1
+jupyter_core==5.7.2
+MarkupSafe==3.0.2
+matplotlib-inline==0.1.6
+mpmath==1.3.0
+nest-asyncio==1.6.0
+networkx==3.4.2
+numpy==2.2.0
+packaging==24.2
+parso==0.8.4
+pickleshare==0.7.5
+pillow==11.0.0
+pip==24.3.1
+platformdirs==4.2.0
+prompt-toolkit==3.0.43
+psutil==6.1.0
+pure-eval==0.2.2
+pycparser==2.22
+pydantic==2.10.3
+pydantic_core==2.27.1
+Pygments==2.18.0
+PySoundFile==0.9.0.post1
+python-dateutil==2.9.0.post0
+python-multipart==0.0.19
+pywin32==306
+PyYAML==6.0.2
+pyzmq==25.1.2
+regex==2024.11.6
+requests==2.32.3
+safetensors==0.4.5
+setuptools==75.6.0
+six==1.17.0
+sniffio==1.3.1
+stack-data==0.6.3
+starlette==0.41.3
+sympy==1.13.1
+tokenizers==0.21.0
+torch==2.5.1
+torchaudio==2.5.1
+torchvision==0.20.1
+tornado==6.4
+tqdm==4.67.1
+traitlets==5.14.2
+transformers==4.47.0
+typing_extensions==4.12.2
+urllib3==2.2.3
+uvicorn==0.34.0
+wcwidth==0.2.13
+wheel==0.45.1
+zipp==3.21.0