Update app.py

app.py

@@ -19,10 +19,23 @@ def get_completion(prompt, model='gpt-3.5-turbo'):
     return response.choices[0].message['content']
 
 def transcribe(audio):
-    model = whisper.load_model("medium")
-    result = model.transcribe(audio)
-    return result.text
+    
+    #time.sleep(3)
+    # load audio and pad/trim it to fit 30 seconds
+    audio = whisper.load_audio(audio)
+    audio = whisper.pad_or_trim(audio)
+
+    # make log-Mel spectrogram and move to the same device as the model
+    mel = whisper.log_mel_spectrogram(audio).to(model.device)
+
+    # detect the spoken language
+    _, probs = model.detect_language(mel)
+    print(f"Detected language: {max(probs, key=probs.get)}")
 
+    # decode the audio
+    options = whisper.DecodingOptions(fp16 = False)
+    result = whisper.decode(model, mel, options)
+    return result.text
     
     
 
@@ -38,14 +51,6 @@ def transcribe(audio):
 #     live=True).launch()
 
 
-def speech_to_text(speech):
-    text = asr(speech)["text"]
-    return text
-
-
-def text_to_sentiment(text):
-    return classifier(text)[0]["label"]
-
 
 demo = gr.Blocks()