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| import speech_recognition as sr | |
| from pydub import AudioSegment | |
| import gradio as gr | |
| from os import path | |
| import requests | |
| import openai | |
| r = sr.Recognizer() | |
| def record_text(audio_file): | |
| sound = audio_file | |
| sound_type = sound.split(".") | |
| if sound_type[-1] == 'mp3': | |
| input_file = sound | |
| output_file = "con_sound.wav" | |
| try: | |
| # convert mp3 file to wav file | |
| sound = AudioSegment.from_mp3(input_file) | |
| sound.export(output_file, format="wav") | |
| sound = "con_sound.wav" | |
| except Exception as e: | |
| print(f"Error converting MP3 to WAV: {e}") | |
| return "" | |
| MyText = "" | |
| with sr.AudioFile(sound) as source: | |
| r.adjust_for_ambient_noise(source) | |
| print("Converting audio file to text..") | |
| audio2 = r.record(source, duration=None) # Use record instead of listen | |
| try: | |
| MyText = r.recognize_google(audio2, language="en-US", key=None, show_all=False) | |
| MyText = MyText.lower() | |
| print("Converted audio is:\n" + MyText + '.') | |
| except sr.UnknownValueError: | |
| print("Google Speech Recognition could not understand audio") | |
| return MyText | |
| def message_and_history(audio_file, history, api_key): | |
| history = history or [] | |
| input_text = "Type and press Enter" | |
| output_text = record_text(audio_file) | |
| if len(input_text) == 0: | |
| input_text = "Apply proper punctuation on the given paragraph." | |
| history.append((input_text, output_text)) | |
| else: | |
| history.append((input_text, output_text)) | |
| return history, history | |
| prompt = "Type and press Enter" | |
| block = gr.Blocks(theme=gr.themes.Glass(primary_hue="slate")) | |
| with block: | |
| gr.Markdown("""<h1><center>Audio Recognition - Ask and Learn about an Audio</center></h1> """) | |
| with gr.Row(): | |
| with gr.Column(scale=0.5): | |
| aud_input = gr.Audio(type="filepath", label="Upload Audio") | |
| api_input = gr.Textbox(label="Enter Api-key") | |
| upload_button = gr.Button(value="Upload & Start Chat", interactive=True, variant="primary") | |
| with gr.Column(): | |
| chatbot = gr.Chatbot(label="Ask questions about the audio") | |
| message = gr.Textbox(label="User", placeholder=prompt) | |
| state = gr.State() | |
| upload_button.click(message_and_history, inputs=[aud_input, state, api_input], outputs=[chatbot, state]) | |
| message.submit(message_and_history, inputs=[aud_input, state, api_input], outputs=[chatbot, state]) | |
| message.submit(lambda: None, None, message, queue=False) | |
| block.launch(share=True) |