final codebase rework

2023-08-24 16:12:28 +02:00
parent dc79fed6af
commit e331fe98f3
6 changed files with 128 additions and 17 deletions
@@ -0,0 +1,65 @@
+from autotranscript import AutoTranscribe
+import gradio as gr
+
+LANGUAGES = [
+    "Afrikaans", "Arabic", "Armenian", "Azerbaijani", "Belarusian",
+    "Bosnian", "Bulgarian", "Catalan", "Chinese", "Croatian",
+    "Czech", "Danish", "Dutch", "English", "Estonian",
+    "Finnish", "French", "Galician", "German", "Greek",
+    "Hebrew", "Hindi", "Hungarian", "Icelandic", "Indonesian",
+    "Italian", "Japanese", "Kannada", "Kazakh", "Korean",
+    "Latvian", "Lithuanian", "Macedonian", "Malay", "Marathi",
+    "Maori", "Nepali", "Norwegian", "Persian", "Polish",
+    "Portuguese", "Romanian", "Russian", "Serbian", "Slovak",
+    "Slovenian", "Spanish", "Swahili", "Swedish", "Tagalog",
+    "Tamil", "Thai", "Turkish", "Ukrainian", "Urdu",
+    "Vietnamese", "Welsh"
+]
+
+
+def gradio_server(model : AutoTranscribe):
+
+    def transcribe(audio, microphone, number_of_speakers, language):
+        kwargs = {}
+        if number_of_speakers != 0:
+            kwargs["num_speakers"] = number_of_speakers
+        if language != "None":
+            kwargs["language"] = language
+        
+        if audio is not None:
+            out = model.transcribe(audio, **kwargs)
+        elif microphone is not None:
+            out = model.transcribe(microphone , **kwargs)
+        else:
+            out = "Please upload an audio file or record one."
+        
+        
+        return str(out)
+
+    gr.Interface(
+        fn=transcribe, 
+        inputs=[
+            gr.Audio(source= "upload", type="filepath", label="Upload Your Audio File", interactive=True),
+            gr.Audio(source= "microphone", type="filepath", label="Record Your Audio", interactive=True),
+            gr.Number(value=0, label= "Number of speakers", 
+                      info = "Number of speakers in the audio file. If you don't know, leave it at 0."), 
+            # gr.Number(value=0, label= "Minimal number of speakers", 
+            #           info = "Minimal number of speakers in the audio file. If you don't know or you have specified Numspeakers, leave it at 0."),
+            gr.Dropdown(LANGUAGES,
+                        label="Languages", default="None",
+                        info="Language of the audio file. If you don't know, leave it at None.")
+        ],
+        outputs=[
+            "text"
+        ],
+        title="Audio Transcription",
+        thumbnail = "Logo_KIDA.png",
+        description="Upload an audio file to transcribe its content. Powered by AutoTranscribe!",
+        theme="soft",       # Example of a more modern theme
+    ).launch(share=True)
+    
+    
+if __name__ == "__main__":
+    
+    model = AutoTranscribe()
+    gradio_server(model)