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Synthetic Speech Detection

Detect fake synthetic speech generated using machine learning

Papers

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Showing 1–29 of 29 papers

TitleStatusHype
Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech DetectionCode2
ShiftySpeech: A Large-Scale Synthetic Speech Dataset with Distribution ShiftsCode1
SingFake: Singing Voice Deepfake DetectionCode1
SONICS: Synthetic Or Not -- Identifying Counterfeit SongsCode1
Towards End-to-End Synthetic Speech DetectionCode1
FMFCC-A: A Challenging Mandarin Dataset for Synthetic Speech DetectionCode1
Replay and Synthetic Speech Detection with Res2net ArchitectureCode1
UR Channel-Robust Synthetic Speech Detection System for ASVspoof 2021Code1
Investigation of Synthetic Speech Detection Using Frame- and Segment-Specific Importance Weighting—0
Open Challenges in Synthetic Speech Detection—0
Real-time Detection of AI-Generated Speech for DeepFake Voice Conversion—0
RW-Resnet: A Novel Speech Anti-Spoofing Model Using Raw Waveform—0
Source Tracing of Synthetic Speech Systems Through Paralinguistic Pre-Trained Representations—0
Spoofing-Robust Speaker Verification Based on Time-Domain Embedding—0
Synthetic Speech Detection Based on Temporal Consistency and Distribution of Speaker Features—0
Synthetic speech detection using meta-learning with prototypical loss—0
A Comparative Study on Recent Neural Spoofing Countermeasures for Synthetic Speech Detection—0
Adaptive re-calibration of channel-wise features for Adversarial Audio Classification—0
All-for-One and One-For-All: Deep learning-based feature fusion for Synthetic Speech Detection—0
Are Mamba-based Audio Foundation Models the Best Fit for Non-Verbal Emotion Recognition?—0
Collaborative Watermarking for Adversarial Speech Synthesis—0
Combining Automatic Speaker Verification and Prosody Analysis for Synthetic Speech Detection—0
Compression Robust Synthetic Speech Detection Using Patched Spectrogram Transformer—0
DSVAE: Interpretable Disentangled Representation for Synthetic Speech Detection—0
Towards generalisable and calibrated synthetic speech detection with self-supervised representations—0
The Sound of Silence: Efficiency of First Digit Features in Synthetic Audio DetectionCode0
Multi-task learning improves synthetic speech detectionCode0
ConvNeXt Based Neural Network for Audio Anti-SpoofingCode0
Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning ModelsCode0
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