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Speaker Verification
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Speaker verification is the verifying the identity of a person from characteristics of the voice.
<span style="color:grey; opacity: 0.6">( Image credit: Contrastive-Predictive-Coding-PyTorch )</span>
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
IndieFake Dataset: A Benchmark Dataset for Audio Deepfake Detection
SSAVSV: Towards Unified Model for Self-Supervised Audio-Visual Speaker Verification
Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning Models
A Comparative Evaluation of Deep Learning Models for Speech Enhancement in Real-World Noisy Environments
Mitigating Non-Target Speaker Bias in Guided Speaker Embedding
You Are What You Say: Exploiting Linguistic Content for VoicePrivacy Attacks
SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models
FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents
Bayesian Learning for Domain-Invariant Speaker Verification and Anti-Spoofing
French Listening Tests for the Assessment of Intelligibility, Quality, and Identity of Body-Conducted Speech Enhancement
On the influence of language similarity in non-target speaker verification trials
A Data-Driven Diffusion-based Approach for Audio Deepfake Explanations
Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection
Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes
VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin
FT-Boosted SV: Towards Noise Robust Speaker Verification for English Speaking Classroom Environments
EnvSDD: Benchmarking Environmental Sound Deepfake Detection
ATMM-SAGA: Alternating Training for Multi-Module with Score-Aware Gated Attention SASV system
ASVspoof2019 vs. ASVspoof5: Assessment and Comparison
Pushing the Frontiers of Self-Distillation Prototypes Network with Dimension Regularization and Score Normalization
Forensic deepfake audio detection using segmental speech features
SSPS: Self-Supervised Positive Sampling for Robust Self-Supervised Speaker Verification
Replay Attacks Against Audio Deepfake Detection
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations
$\mathcal{A}LLM4ADD$: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection
End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation
FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning
From Dialect Gaps to Identity Maps: Tackling Variability in Speaker Verification
The First VoicePrivacy Attacker Challenge
Benchmarking Audio Deepfake Detection Robustness in Real-world Communication Scenarios
Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception
Trainable Adaptive Score Normalization for Automatic Speaker Verification
Measuring the Robustness of Audio Deepfake Detectors
SeniorTalk: A Chinese Conversation Dataset with Rich Annotations for Super-Aged Seniors
CAARMA: Class Augmentation with Adversarial Mixup Regularization
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