Upload app.py

app.py

@@ -0,0 +1,61 @@
+import streamlit as st
+import speech_recognition as sr
+import os
+import tempfile
+import librosa
+import soundfile as sf
+
+def convert_to_wav(audio_file):
+    # Load the audio file
+    y, sr = librosa.load(audio_file, sr=None)
+    
+    # Create a temporary WAV file
+    with tempfile.NamedTemporaryFile(delete=False, suffix='.wav') as tmp_wav:
+        sf.write(tmp_wav.name, y, sr, format='wav')
+        return tmp_wav.name
+
+def transcribe_audio(audio_file):
+    recognizer = sr.Recognizer()
+    with sr.AudioFile(audio_file) as source:
+        audio = recognizer.record(source)
+    try:
+        return recognizer.recognize_google(audio)
+    except sr.UnknownValueError:
+        return "Speech recognition could not understand the audio"
+    except sr.RequestError as e:
+        return f"Could not request results from speech recognition service; {e}"
+
+def main():
+    st.title("Speech-to-Text Converter")
+
+    uploaded_file = st.file_uploader("Choose an audio file", type=["wav", "mp3", "m4a", "ogg", "flac"])
+
+    if uploaded_file is not None:
+        st.audio(uploaded_file)
+
+        if st.button("Transcribe"):
+            with tempfile.NamedTemporaryFile(delete=False, suffix='.' + uploaded_file.name.split('.')[-1]) as tmp_file:
+                tmp_file.write(uploaded_file.getvalue())
+                tmp_file_path = tmp_file.name
+
+            try:
+                # Convert to WAV
+                wav_file_path = convert_to_wav(tmp_file_path)
+                
+                # Transcribe
+                transcription = transcribe_audio(wav_file_path)
+                
+                st.write("Transcription:")
+                st.write(transcription)
+
+            except Exception as e:
+                st.error(f"An error occurred: {str(e)}")
+
+            finally:
+                # Clean up
+                os.unlink(tmp_file_path)
+                if 'wav_file_path' in locals():
+                    os.unlink(wav_file_path)
+
+if __name__ == "__main__":
+    main()