Commit History

Fix: Apply compatibility patches before speechbrain import
e53bdb6

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Prioritize root in sys.path and add debug info
35456ff

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Fix Import Error: Add __init__.py files and debug logs
d72a730

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Fix ModuleNotFoundError by adding root to sys.path
08f0d4c

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Refactor project structure to Unified AI Voice Detection System
b3f89f5

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Fix SpeechBrain compatibility with newer torchaudio by mocking list_audio_backends
0b7673f

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Fix model loading error by updating torch version and improving logging
6a16e92

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Heavy & Accurate: Integrated SpeechBrain VAD + MMS-300M pipeline
62f98bb

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Upgrade: Switch to MMS-300M (XLS-R) for robust multilingual deepfake detection
cb14a1d

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Fix: Require heuristic evidence for AI verdict on non-English audio to prevent false positives
0d64f25

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Implement Conservative Consensus: SNR Analysis and Human Liveness Veto to eliminate false positives
f95b090

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Implement supreme Hybrid AI detection: sliding window, spectral and temporal features, and language-aware confidence.
04f3da2

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Add comprehensive debug logging to track AI classification confidence calculations
9d2870b

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Upgrade to specialized deepfake detection model and optimize audio processing
f07936b

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Fix: Align prediction label with pitch variance heuristic
b1df80d

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Optimize: Truncate audio to 5s & add per-step timing logs
28dad85

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Fix: Final audio processing fixes and enhanced logging
a218549

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Fix: Add debug logging and robust padding to audio processing
1f10fcd

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Fix: Robust Base64 decoding
4b4453a

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Initial commit: Multilingual Voice Detector with XLS-R Support
2a4d245

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