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app.py
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from flask import Flask, render_template, request, jsonify
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import yt_dlp
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import os
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from detect import SimpleOfflineAccentClassifier
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app = Flask(__name__)
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classifier = SimpleOfflineAccentClassifier()
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@app.route('/')
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def home():
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return render_template('index.html')
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@app.route('/analyze', methods=['POST'])
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def analyze():
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try:
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video_url = request.form['url']
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# YouTube'dan ses indir
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ydl_opts = {
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'format': 'bestaudio/best',
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'postprocessors': [{
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'key': 'FFmpegExtractAudio',
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'preferredcodec': 'wav',
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}],
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'outtmpl': 'temp_audio',
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'quiet': True,
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'no_warnings': True
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}
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with yt_dlp.YoutubeDL(ydl_opts) as ydl:
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ydl.download([video_url])
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# Ses dosyasını analiz et
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result = classifier.predict_accent('temp_audio.wav')
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# Geçici dosyayı temizle
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if os.path.exists('temp_audio.wav'):
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os.remove('temp_audio.wav')
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if result is None:
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return jsonify({'error': 'voice analyze failed.'})
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return jsonify(result)
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except Exception as e:
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return jsonify({'error': str(e)})
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if __name__ == '__main__':
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app.run(debug=True, port=5000)
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