Upload pyannote_segmentation-3.0_1.py with huggingface_hub

pyannote_segmentation-3.0_1.py

@@ -0,0 +1,74 @@
+# /// script
+# requires-python = ">=3.12"
+# dependencies = [
+#     "numpy",
+#     "einops",
+#     "pandas",
+#     "matplotlib",
+#     "protobuf",
+#     "torch",
+#     "sentencepiece",
+#     "torchvision",
+#     "transformers",
+#     "timm",
+#     "diffusers",
+#     "sentence-transformers",
+#     "accelerate",
+#     "peft",
+#     "slack-sdk",
+# ]
+# ///
+
+try:
+    from pyannote.audio import Model, Inference
+    
+    model = Model.from_pretrained("pyannote/segmentation-3.0")
+    inference = Inference(model)
+    
+    # inference on the whole file
+    inference("file.wav")
+    
+    # inference on an excerpt
+    from pyannote.core import Segment
+    excerpt = Segment(start=2.0, end=5.0)
+    inference.crop("file.wav", excerpt)
+    with open('pyannote_segmentation-3.0_1.txt', 'w', encoding='utf-8') as f:
+        f.write('Everything was good in pyannote_segmentation-3.0_1.txt')
+except Exception as e:
+    import os
+    from slack_sdk import WebClient
+    client = WebClient(token=os.environ['SLACK_TOKEN'])
+    client.chat_postMessage(
+        channel='#hub-model-metadata-snippets-sprint',
+        text='Problem in <https://huggingface.co/datasets/model-metadata/code_execution_files/blob/main/pyannote_segmentation-3.0_1.txt|pyannote_segmentation-3.0_1.txt>',
+    )
+
+    with open('pyannote_segmentation-3.0_1.txt', 'a', encoding='utf-8') as f:
+        import traceback
+        f.write('''```CODE: 
+from pyannote.audio import Model, Inference
+
+model = Model.from_pretrained("pyannote/segmentation-3.0")
+inference = Inference(model)
+
+# inference on the whole file
+inference("file.wav")
+
+# inference on an excerpt
+from pyannote.core import Segment
+excerpt = Segment(start=2.0, end=5.0)
+inference.crop("file.wav", excerpt)
+```
+
+ERROR: 
+''')
+        traceback.print_exc(file=f)
+    
+finally:
+    from huggingface_hub import upload_file
+    upload_file(
+        path_or_fileobj='pyannote_segmentation-3.0_1.txt',
+        repo_id='model-metadata/code_execution_files',
+        path_in_repo='pyannote_segmentation-3.0_1.txt',
+        repo_type='dataset',
+    )