diff --git "a/app.py" "b/app.py" new file mode 100644--- /dev/null +++ "b/app.py" @@ -0,0 +1,54 @@ +# -*- coding: utf-8 -*- +"""Q_A_Whisper_summarize.ipynb + +Automatically generated by Colab. + +Original file is located at + https://colab.research.google.com/drive/1uchqsFgN6JyJX5rYfyMy3H__ThfIRGXJ + +**Question:** +"How can you create a Gradio app that allows users to upload an audio file, transcribe it using the Whisper tiny model, and then summarize the transcription using Hugging Face's BART summarization model?" + +This question prompts the user to build the Gradio app using both Whisper for transcription and the BART model for summarization. + +![image.png](data:image/png;base64,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) +""" + +!pip install gradio +!pip install git+https://github.com/openai/whisper.git +!pip install transformers + +import gradio as gr +import whisper +from transformers import pipeline + +# Load the tiny Whisper model +whisper_model = whisper.load_model("tiny") +model = whisper.load_model("base") + +# Load the text summarization model from Hugging Face +summarizer = pipeline(task="summarization", model="facebook/bart-large-cnn") + +# Function to transcribe and summarize the audio file +def transcribe_and_summarize(audio): + # Step 1: Transcribe the audio using Whisper + transcription_result = whisper_model.transcribe(audio) + transcription = transcription_result['text'] + + # Step 2: Summarize the transcription + summary = summarizer(transcription, min_length=10, max_length=100) + summary_text = summary[0]['summary_text'] + + return transcription, summary_text + +# Define the Gradio interface +interface = gr.Interface( + fn=transcribe_and_summarize, # Function to run + inputs=gr.Audio(type="filepath", label="Upload your audio file"), # Input audio field + outputs=[gr.Textbox(label="Transcription"), gr.Textbox(label="Summary")], # Output fields + title="Whisper Tiny Transcription and Summarization", + description="Upload an audio file, get the transcription from Whisper tiny model and the summarized version using Hugging Face." +) + +# Launch the Gradio app +interface.launch(debug=True) \ No newline at end of file