QBFF: Deep Quantum Bottleneck for Automatic Speaker Verification Anti-Spoofing
quant-ph, cs.LG
Submitted: 2026-10-12
Updated: 2026-10-12
Comments: Accepted for publication at the 2026 IEEE 2nd International Conference on Quantum Artificial Intelligence (QAI)
Code: https://github.com/Security-FIT/QBFF
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Reliable Audio Deepfake Detection in Variable Conditions via Quantum-Kernel SVMs
- Quantum Kernels for Audio Deepfake Detection Using Spectrogram Patch Features
- Old Rules in a New Game: Mapping Uncertainty Quantification to Quantum Machine Learning
- Quantum Measurement Statistics as Bayesian Uncertainty Estimators for Physics-Constrained Learning
- SAFE Quantum Machine Learning with Variational Quantum Classifiers
- PennyLane: Automatic differentiation of hybrid quantum-classical computations
- VQCSim: When Does Compile-Once Statevector Simulation Beat Generic Quantum Frameworks?
- Quantum computing with Qiskit
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