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Update app.py
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app.py
CHANGED
@@ -1,8 +1,7 @@
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from flask import Flask, request, jsonify
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from flask_cors import CORS, cross_origin
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from transformers import pipeline
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from firebase_admin import credentials, firestore
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import os
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# Kiểm tra biến môi trường TRANSFORMERS_CACHE
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@@ -16,20 +15,12 @@ app.config['CORS_HEADERS'] = 'Content-type'
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# Tải mô hình Hugging Face
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transcriber = pipeline(model="Phong1807/whisper-datn11")
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# Thiết lập Firebase
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cred = credentials.Certificate('whisper-1da8a-firebase-adminsdk-1bfxq-fe43b4015d.json')
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firebase_admin.initialize_app(cred)
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db = firestore.client()
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@app.route('/transcribe', methods=['POST'])
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@cross_origin(origin='*')
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def transcribe():
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audio_data = request.files['audio']
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transcription = transcriber(audio_data)['text']
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# Upload transcription lên Firebase
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doc_ref = db.collection('transcriptions').add({'text': transcription})
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return jsonify({'transcription': transcription})
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if __name__ == '__main__':
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from flask import Flask, request, jsonify
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from flask_cors import CORS, cross_origin
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from transformers import pipeline
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import os
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# Kiểm tra biến môi trường TRANSFORMERS_CACHE
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# Tải mô hình Hugging Face
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transcriber = pipeline(model="Phong1807/whisper-datn11")
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@app.route('/transcribe', methods=['POST'])
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@cross_origin(origin='*')
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def transcribe():
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audio_data = request.files['audio']
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transcription = transcriber(audio_data)['text']
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return jsonify({'transcription': transcription})
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if __name__ == '__main__':
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