Added some requirements

app.log

@@ -33,3 +33,33 @@
  * Running on http://127.0.0.1:5000
  * Running on http://192.168.1.2:5000
 2024-12-29 19:29:48,575 - werkzeug - INFO - Press CTRL+C to quit
+2024-12-29 19:59:21,608 - __main__ - INFO - Initializing models...
+2024-12-29 20:00:03,277 - jax._src.xla_bridge - INFO - Unable to initialize backend 'rocm': module 'jaxlib.xla_extension' has no attribute 'GpuAllocatorConfig'
+2024-12-29 20:00:03,290 - jax._src.xla_bridge - INFO - Unable to initialize backend 'tpu': UNIMPLEMENTED: LoadPjrtPlugin is not implemented on windows yet.
+2024-12-29 20:00:06,772 - absl - INFO - Using C:\Users\DELL\AppData\Local\Temp\tfhub_modules to cache modules.
+2024-12-29 20:00:06,794 - tensorflow - WARNING - From d:\Education\My Projects\AUDIO CLASSIFICATION ALL MODELS\project_audio\.conda\lib\site-packages\tensorflow_hub\resolver.py:120: The name tf.gfile.MakeDirs is deprecated. Please use tf.io.gfile.makedirs instead.
+
+2024-12-29 20:00:06,807 - tensorflow - WARNING - From d:\Education\My Projects\AUDIO CLASSIFICATION ALL MODELS\project_audio\.conda\lib\site-packages\tensorflow_hub\module_v2.py:126: The name tf.saved_model.load_v2 is deprecated. Please use tf.compat.v2.saved_model.load instead.
+
+2024-12-29 20:00:13,465 - absl - INFO - Fingerprint not found. Saved model loading will continue.
+2024-12-29 20:00:13,466 - absl - INFO - path_and_singleprint metric could not be logged. Saved model loading will continue.
+2024-12-29 20:00:13,467 - __main__ - INFO - Models initialized successfully
+2024-12-29 20:01:26,026 - __main__ - INFO - Initializing models...
+2024-12-29 20:02:04,356 - jax._src.xla_bridge - INFO - Unable to initialize backend 'rocm': module 'jaxlib.xla_extension' has no attribute 'GpuAllocatorConfig'
+2024-12-29 20:02:04,373 - jax._src.xla_bridge - INFO - Unable to initialize backend 'tpu': UNIMPLEMENTED: LoadPjrtPlugin is not implemented on windows yet.
+2024-12-29 20:02:09,664 - absl - INFO - Using C:\Users\DELL\AppData\Local\Temp\tfhub_modules to cache modules.
+2024-12-29 20:02:09,693 - tensorflow - WARNING - From d:\Education\My Projects\AUDIO CLASSIFICATION ALL MODELS\project_audio\.conda\lib\site-packages\tensorflow_hub\resolver.py:120: The name tf.gfile.MakeDirs is deprecated. Please use tf.io.gfile.makedirs instead.
+
+2024-12-29 20:02:09,725 - tensorflow - WARNING - From d:\Education\My Projects\AUDIO CLASSIFICATION ALL MODELS\project_audio\.conda\lib\site-packages\tensorflow_hub\module_v2.py:126: The name tf.saved_model.load_v2 is deprecated. Please use tf.compat.v2.saved_model.load instead.
+
+2024-12-29 20:02:19,249 - absl - INFO - Fingerprint not found. Saved model loading will continue.
+2024-12-29 20:02:19,251 - absl - INFO - path_and_singleprint metric could not be logged. Saved model loading will continue.
+2024-12-29 20:02:19,252 - __main__ - INFO - Models initialized successfully
+2024-12-29 20:02:19,297 - werkzeug - INFO - WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
+ * Running on all addresses (0.0.0.0)
+ * Running on http://127.0.0.1:5000
+ * Running on http://192.168.1.2:5000
+2024-12-29 20:02:19,302 - werkzeug - INFO - Press CTRL+C to quit
+2024-12-29 20:02:59,928 - werkzeug - INFO - 127.0.0.1 - - [29/Dec/2024 20:02:59] "GET / HTTP/1.1" 200 -
+2024-12-29 20:03:06,514 - werkzeug - INFO - 127.0.0.1 - - [29/Dec/2024 20:03:06] "POST /process HTTP/1.1" 200 -
+2024-12-29 20:03:23,987 - werkzeug - INFO - 127.0.0.1 - - [29/Dec/2024 20:03:23] "POST /upload HTTP/1.1" 200 -

app.py

@@ -182,4 +182,8 @@ def upload():
             try:
                 Path(filepath).unlink()
             except Exception as e:
-                logger.error(f"Error deleting file {filepath}: {str(e)}")
+                logger.error(f"Error deleting file {filepath}: {str(e)}")
+
+if __name__ == '__main__':
+    # Set debug=False to prevent reloading
+    app.run(debug=False, host='0.0.0.0', port=5000)

requirements.txt

@@ -12,4 +12,6 @@ uvicorn
 tensorflow-hub
 jax
 accelerate
-gunicorn
+gunicorn
+soundfile
+audioread