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Synthetic Speech Detection

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Detect fake synthetic speech generated using machine learning

논문

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Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning Models

Are Mamba-based Audio Foundation Models the Best Fit for Non-Verbal Emotion Recognition?

Source Tracing of Synthetic Speech Systems Through Paralinguistic Pre-Trained Representations

ShiftySpeech: A Large-Scale Synthetic Speech Dataset with Distribution Shifts

SONICS: Synthetic Or Not -- Identifying Counterfeit Songs

Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection

Compression Robust Synthetic Speech Detection Using Patched Spectrogram Transformer

Synthetic Speech Detection Based on Temporal Consistency and Distribution of Speaker Features

Collaborative Watermarking for Adversarial Speech Synthesis

SingFake: Singing Voice Deepfake Detection

Towards generalisable and calibrated synthetic speech detection with self-supervised representations

Real-time Detection of AI-Generated Speech for DeepFake Voice Conversion

All-for-One and One-For-All: Deep learning-based feature fusion for Synthetic Speech Detection

DSVAE: Interpretable Disentangled Representation for Synthetic Speech Detection

Combining Automatic Speaker Verification and Prosody Analysis for Synthetic Speech Detection

Adaptive re-calibration of channel-wise features for Adversarial Audio Classification

The Sound of Silence: Efficiency of First Digit Features in Synthetic Audio Detection

Open Challenges in Synthetic Speech Detection

ConvNeXt Based Neural Network for Audio Anti-Spoofing

Multi-task learning improves synthetic speech detection

Synthetic speech detection using meta-learning with prototypical loss

FMFCC-A: A Challenging Mandarin Dataset for Synthetic Speech Detection

RW-Resnet: A Novel Speech Anti-Spoofing Model Using Raw Waveform

UR Channel-Robust Synthetic Speech Detection System for ASVspoof 2021

Towards End-to-End Synthetic Speech Detection

A Comparative Study on Recent Neural Spoofing Countermeasures for Synthetic Speech Detection

Replay and Synthetic Speech Detection with Res2net Architecture

Investigation of Synthetic Speech Detection Using Frame- and Segment-Specific Importance Weighting

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.