norhan12 commited on
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b526fc5
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1 Parent(s): 809d8cd

Update process_interview.py

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  1. process_interview.py +1 -1
process_interview.py CHANGED
@@ -775,7 +775,7 @@ def analyze_interviewee(audio_path: str, utterances: List[Dict]) -> Dict:
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  intensities.extend(rms)
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  intensity_mean = np.mean(intensities) if intensities else 0
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  intensity_std = np.std(intensities) if intensities else 0
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- shimmer = np.mean(np.abs(np.diff(intensities))) / intensity_mean if len(intensities) > > 0 else intensity_mean > 0 else 0
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  anxiety_score = 0.6 * (pitch_std / pitch_mean if pitch_mean > 0 else 0) + 0.4 * (jitter + shimmer)
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  confidence_score = 0.7 * (1 / (1 + intensity_std)) + 0.3 * (1 / (1 + filler_ratio))
 
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  intensities.extend(rms)
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  intensity_mean = np.mean(intensities) if intensities else 0
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  intensity_std = np.std(intensities) if intensities else 0
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+ shimmer = np.mean(np.abs(np.diff(intensities))) / intensity_mean if len(intensities) > > 0 elif intensity_mean > 0 else 0
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  anxiety_score = 0.6 * (pitch_std / pitch_mean if pitch_mean > 0 else 0) + 0.4 * (jitter + shimmer)
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  confidence_score = 0.7 * (1 / (1 + intensity_std)) + 0.3 * (1 / (1 + filler_ratio))