Update app.py

app.py

@@ -42,10 +42,36 @@ def transcribe(inputs, previous_transcription):
     try:
         filename = f"{uuid.uuid4().hex}.wav"
         sample_rate, audio_data = inputs
-        scipy.io.wavfile.write(filename, sample_rate, audio_data)
+        
+        # Check the duration of the audio
+        duration = len(audio_data) / sample_rate  # Duration in seconds
+        
+        if duration > 5:
+            # Split audio into chunks of 5 seconds
+            chunk_size = 5 * sample_rate  # Number of samples for 5 seconds
+            num_chunks = int(np.ceil(len(audio_data) / chunk_size))
+            transcriptions = []
 
-        transcription = pipe(filename)["text"]
-        previous_transcription += transcription
+            for i in range(num_chunks):
+                start_index = i * chunk_size
+                end_index = min(start_index + chunk_size, len(audio_data))
+                chunk_data = audio_data[start_index:end_index]
+
+                # Write chunk to a temporary file
+                chunk_filename = f"{uuid.uuid4().hex}_chunk.wav"
+                scipy.io.wavfile.write(chunk_filename, sample_rate, chunk_data)
+
+                # Transcribe the chunk
+                transcription = pipe(chunk_filename)["text"]
+                transcriptions.append(transcription)
+
+            # Combine all transcriptions
+            previous_transcription += " ".join(transcriptions)
+        else:
+            # Write the original audio file if it's 5 seconds or less
+            scipy.io.wavfile.write(filename, sample_rate, audio_data)
+            transcription = pipe(filename)["text"]
+            previous_transcription += transcription
 
         end_time = time.time()
         latency = end_time - start_time
@@ -82,7 +108,7 @@ with gr.Blocks() as flie:
             submit_button = gr.Button("Submit")
             clear_button = gr.Button("Clear Output")
 
-        submit_button.clcik(transcribe, [input_audio_microphone, output], [output, latency_textbox], concurrency_limit=None)
+        submit_button.click(transcribe, [input_audio_microphone, output], [output, latency_textbox], concurrency_limit=None)
         clear_button.click(clear, outputs=[output])
 
 with gr.Blocks() as demo: