Copertina

Toward Improving Synthetic Audio Spoofing Detection Robustness via Meta-Learning and Disentangled Training With Adversarial Examples

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Wang, Zhenyu, Hansen, John H. L.
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Sound Artificial Intelligence Audio and Speech Processing
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Disentangled Training with Adversarial Examples For Robust Small-footprint Keyword Spotting
di: Wang, Zhenyu, et al.
Pubblicazione: (2024)

Towards Attention-based Contrastive Learning for Audio Spoof Detection
di: Goel, Chirag, et al.
Pubblicazione: (2024)

How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio?
di: Liu, Tianchi, et al.
Pubblicazione: (2024)

Augmentation through Laundering Attacks for Audio Spoof Detection
di: Ali, Hashim, et al.
Pubblicazione: (2024)

Generalizable Audio Spoofing Detection using Non-Semantic Representations
di: Das, Arnab, et al.
Pubblicazione: (2025)

Towards Generating Diverse Audio Captions via Adversarial Training
di: Mei, Xinhao, et al.
Pubblicazione: (2022)

Robust Audio Anti-Spoofing with Fusion-Reconstruction Learning on Multi-Order Spectrograms
di: Wen, Penghui, et al.
Pubblicazione: (2023)

LJ-Spoof: A Generatively Varied Corpus for Audio Anti-Spoofing and Synthesis Source Tracing
di: Subramani, Surya, et al.
Pubblicazione: (2026)

Enhancing Partially Spoofed Audio Localization with Boundary-aware Attention Mechanism
di: Zhong, Jiafeng, et al.
Pubblicazione: (2024)

I Can Hear You: Selective Robust Training for Deepfake Audio Detection
di: Zhang, Zirui, et al.
Pubblicazione: (2024)

Improving Anomalous Sound Detection via Low-Rank Adaptation Fine-Tuning of Pre-Trained Audio Models
di: Zheng, Xinhu, et al.
Pubblicazione: (2024)

Beyond Silence: Bias Analysis through Loss and Asymmetric Approach in Audio Anti-Spoofing
di: Shim, Hye-jin, et al.
Pubblicazione: (2024)

BrewCLIP: A Bifurcated Representation Learning Framework for Audio-Visual Retrieval
di: Lu, Zhenyu, et al.
Pubblicazione: (2024)

SpoofCeleb: Speech Deepfake Detection and SASV In The Wild
di: Jung, Jee-weon, et al.
Pubblicazione: (2024)

Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes
di: Kukanov, Ivan, et al.
Pubblicazione: (2024)

Example-Based Framework for Perceptually Guided Audio Texture Generation
di: Kamath, Purnima, et al.
Pubblicazione: (2023)

Robust Generative Audio Quality Assessment: Disentangling Quality from Spurious Correlations
di: Huang, Kuan-Tang, et al.
Pubblicazione: (2026)

Disentangling Reasoning in Large Audio-Language Models for Ambiguous Emotion Prediction
di: Yu, Xiaofeng, et al.
Pubblicazione: (2026)

DSpAST: Disentangled Representations for Spatial Audio Reasoning with Large Language Models
di: Wilkinghoff, Kevin, et al.
Pubblicazione: (2025)

ALDAS: Audio-Linguistic Data Augmentation for Spoofed Audio Detection
di: Khanjani, Zahra, et al.
Pubblicazione: (2024)

MoE Adapter for Large Audio Language Models: Sparsity, Disentanglement, and Gradient-Conflict-Free
di: Lei, Yishu, et al.
Pubblicazione: (2026)

Region-Based Optimization in Continual Learning for Audio Deepfake Detection
di: Chen, Yujie, et al.
Pubblicazione: (2024)

Learning Source Disentanglement in Neural Audio Codec
di: Bie, Xiaoyu, et al.
Pubblicazione: (2024)

Audio-to-Image Encoding for Improved Voice Characteristic Detection Using Deep Convolutional Neural Networks
di: Atif, Youness
Pubblicazione: (2025)

SLAP: Scalable Language-Audio Pretraining with Variable-Duration Audio and Multi-Objective Training
di: Mei, Xinhao, et al.
Pubblicazione: (2026)

Towards Controllable Audio Texture Morphing
di: Gupta, Chitralekha, et al.
Pubblicazione: (2023)

Does Current Deepfake Audio Detection Model Effectively Detect ALM-based Deepfake Audio?
di: Xie, Yuankun, et al.
Pubblicazione: (2024)

A Framework for Synthetic Audio Conversations Generation using Large Language Models
di: Kyaw, Kaung Myat, et al.
Pubblicazione: (2024)

Weighted-Sampling Audio Adversarial Example Attack
di: Liu, Xiaolei, et al.
Pubblicazione: (2019)

ModalityMirror: Improving Audio Classification in Modality Heterogeneity Federated Learning with Multimodal Distillation
di: Feng, Tiantian, et al.
Pubblicazione: (2024)

Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning
di: Lachenani, Sidahmed, et al.
Pubblicazione: (2025)

Music Auto-Tagging with Robust Music Representation Learned via Domain Adversarial Training
di: Joung, Haesun, et al.
Pubblicazione: (2024)

Retrieval-Augmented Audio Deepfake Detection
di: Kang, Zuheng, et al.
Pubblicazione: (2024)

Speech Recognition on TV Series with Video-guided Post-ASR Correction
di: Yang, Haoyuan, et al.
Pubblicazione: (2025)

Deepfake Audio Detection Using Spectrogram-based Feature and Ensemble of Deep Learning Models
di: Pham, Lam, et al.
Pubblicazione: (2024)

Prototype based Masked Audio Model for Self-Supervised Learning of Sound Event Detection
di: Cai, Pengfei, et al.
Pubblicazione: (2024)

FusionAudio-1.2M: Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion
di: Chen, Shunian, et al.
Pubblicazione: (2025)

Annotation-free Automatic Music Transcription with Scalable Synthetic Data and Adversarial Domain Confusion
di: Sato, Gakusei, et al.
Pubblicazione: (2023)

Audio Codec Augmentation for Robust Collaborative Watermarking of Speech Synthesis
di: Juvela, Lauri, et al.
Pubblicazione: (2024)

Reliability-Aware Geometric Fusion for Robust Audio-Visual Navigation
di: Liu, Teng, et al.
Pubblicazione: (2026)