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Synthetic Speech Detection

Detect fake synthetic speech generated using machine learning

Papers

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Showing 1–25 of 29 papers

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