Update app.py

app.py

@@ -16,7 +16,7 @@
 # limitations under the License.
 # -------------------------------------------------------------------------
 
-import spaces
+#import spaces
 import gradio as gr
 from PIL import Image
 #from pydub import AudioSegment
@@ -54,9 +54,38 @@ warnings.filterwarnings("ignore")
 # ------------header section------------
 HEADER_INFO = """
     # SWITCHVOX ✨|🇳🇴 *Switch Work Web app*
-    **Transkribering av lydfiler til norsk skrift**
+**Transkribering av lydfiler til norsk skrift**
 """.strip()
-LOGO = 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+LOGO = "https://cdn-lfs-us-1.huggingface.co/repos/fe/3b/fe3bd7c8beece8b087fddcc2278295e7f56c794c8dcf728189f4af8bddc585e1/24ad06a03a5bc66f3eba361b94e45ad17e46f98b76632f2d17faf8a0b4f9ab6b?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27banner_trans.png%3B+filename%3D%22banner_trans.png%22%3B&response-content-type=image%2Fpng&Expires=1725145079&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcyNTE0NTA3OX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zL2ZlLzNiL2ZlM2JkN2M4YmVlY2U4YjA4N2ZkZGNjMjI3ODI5NWU3ZjU2Yzc5NGM4ZGNmNzI4MTg5ZjRhZjhiZGRjNTg1ZTEvMjRhZDA2YTAzYTViYzY2ZjNlYmEzNjFiOTRlNDVhZDE3ZTQ2Zjk4Yjc2NjMyZjJkMTdmYWY4YTBiNGY5YWI2Yj9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSomcmVzcG9uc2UtY29udGVudC10eXBlPSoifV19&Signature=PCB1BZeLzsZXnn4lRi1Fj50%7E0E4G39u6-GKLNLLgxhDyhXlqb3BJkR7IOgdyjuNyBh8Iz2d7QqhzNSsOlQmqR30cJLl6aDM5eJO01OlWXoD3Z0KcphoVBFyyrkoxe2oS8i2mdlbFRYn7oc%7EhyOcW46zR6HtqAB91iEydhEa5WTyz3C9nWasgMZevb0vRJtzwhplM9e-%7EbRrZTm2fMzkL14IGWpTpUOGBe93BDSAYbPhrZK1jvuY8p0Tmy1iEKVP3Zdzix5U5lrbxit5luitEhK8x6q2t63Gdv7F0CZvjQtTh7MYkB5GNiru8bTGKAgCdHGiZbG7VCGfhlX3UKvUTPg__&Key-Pair-Id=K24J24Z295AEI9"
+SIDEBAR_INFO = f"""
+<div align="center">
+    <img src="{LOGO}" style="width: 100%; height: auto;"/>
+</div>
+"""
+
+# ------------transcribe section------------
+device = "cuda" if torch.cuda.is_available() else "cpu"
+pipe = pipeline("automatic-speech-recognition", model="NbAiLab/nb-whisper-large", device=device) #  chunk_length_s=30, generate_kwargs={'task': 'transcribe', 'language': 'no'}
+
+#@spaces.GPU()
+def transcribe(microphone, file_upload, batch_size=15):
+    warn_output = ""
+    if (microphone is not None) and (file_upload is not None):
+        warn_output = (
+            "WARNING: You've uploaded an audio file and used the microphone. "
+            "The recorded file from the microphone will be used and the uploaded audio will be discarded.\n"
+        )
+
+    elif (microphone is None) and (file_upload is None):
+        return "ERROR: You have to either use the microphone or upload an audio file"
+
+    file = microphone if microphone is not None else file_upload
+
+    start_time = time.time()
+    text = pipe(file, batch_size=batch_size, return_timestamps=False)["text"]
+
+    end_time = time.time()
+    output_time = end_time - start_time
     word_count = len(text.split())
 
     # --GPU metrics
@@ -116,24 +145,24 @@ with iface:
         ##### ''')
         microphone = gr.Audio(sources="microphone", type="filepath")
         upload = gr.Audio(sources="upload", type="filepath")
+        transcribe_btn = gr.Button("Transcribe Interview")
 
-        transcribe_btn = gr.Button("Transkriber")
     with gr.Row():
         text_output = gr.Textbox(label="Transkribert Tekst")
         with gr.Column():
             system_info = gr.Textbox(label="System Info")
-            
-            
-        
-        
-        
-        transcribe_btn.click(fn=transcribe, inputs=[microphone, upload], outputs=[text_output, system_info])
+
 
     with gr.Tabs():
         with gr.TabItem("Download PDF"):
-            pdf_text_only = gr.Button("Last ned PDF med Transkribert Tekst")
-            pdf_output = gr.File(label="/docx_format")
-            # --add function to send .docx to Google drive, Langchain integrate?
+            pdf_text_only = gr.Button("Download PDF with Transcribed Text")
+            pdf_output = gr.File(label="Download PDF")
+
             pdf_text_only.click(fn=lambda text: save_to_pdf(text, ""), inputs=[text_output], outputs=[pdf_output])
 
+
+    transcribe_btn.click(fn=transcribe, inputs=[microphone, upload], outputs=[text_output, system_info])
+
+
+
 iface.launch(debug=True)