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| import streamlit as st | |
| import requests | |
| # Function to send the audio file to the Hugging Face Whisper API | |
| def query(file_data, my_key): | |
| API_URL = "https://api-inference.huggingface.co/models/openai/whisper-large-v3-turbo" | |
| headers = {"Authorization": f"Bearer {my_key}"} | |
| try: | |
| response = requests.post(API_URL, headers=headers, files={'file': file_data}) | |
| return response.json() | |
| except requests.exceptions.RequestException as e: | |
| return {"error": str(e)} | |
| # Streamlit UI elements | |
| st.title("Whisper Transcription App") | |
| st.write("Upload a .wav, .mp3, or .flac audio file, and get the transcription.") | |
| # Get the user's Hugging Face API key | |
| my_key = st.text_input('Enter your Hugging Face API Key', type='password') | |
| # File uploader for audio files | |
| uploaded_files = st.file_uploader("Choose an audio file", type=["mp3", "wav", "flac"], accept_multiple_files=True) | |
| if my_key: # Proceed only if the API key is provided | |
| if uploaded_files: | |
| results = {} | |
| for uploaded_file in uploaded_files: | |
| st.write(f"Processing file: {uploaded_file.name}") | |
| # Check the MIME type of the uploaded file | |
| file_type = uploaded_file.type | |
| st.write(f"File type: {file_type}") | |
| # Validate file type (must be one of the supported types) | |
| if file_type not in ["audio/mpeg", "audio/wav", "audio/flac"]: | |
| st.write(f"Unsupported file type: {file_type}. Please upload an MP3, WAV, or FLAC file.") | |
| continue | |
| # Send the file to the Hugging Face API for transcription | |
| output = query(uploaded_file, my_key) | |
| # Store and display the result | |
| results[uploaded_file.name] = output | |
| # Show the transcription results for all uploaded files | |
| st.write("Results:") | |
| for file, result in results.items(): | |
| st.write(f"**Results for {file}:**") | |
| st.json(result) | |
| else: | |
| st.write("Please upload an audio file to transcribe.") | |
| else: | |
| st.write("Please enter your Hugging Face API key to proceed.") | |