Imagen de Portada

FakeSound: Deepfake General Audio Detection

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Xie, Zeyu, Li, Baihan, Xu, Xuenan, Liang, Zheng, Yu, Kai, Wu, Mengyue
Formato:	Preprint
Publicado:	2024
Materias:	Sound Audio and Speech Processing 68Txx I.2
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

FakeSound2: A Benchmark for Explainable and Generalizable Deepfake Sound Detection
por: Xie, Zeyu, et al.
Publicado: (2025)

PicoAudio: Enabling Precise Timestamp and Frequency Controllability of Audio Events in Text-to-audio Generation
por: Xie, Zeyu, et al.
Publicado: (2024)

AudioTime: A Temporally-aligned Audio-text Benchmark Dataset
por: Xie, Zeyu, et al.
Publicado: (2024)

PicoAudio2: Temporal Controllable Text-to-Audio Generation with Natural Language Description
por: Zheng, Zihao, et al.
Publicado: (2025)

STAR: Speech-to-Audio Generation via Representation Learning
por: Xie, Zeyu, et al.
Publicado: (2025)

CAST-TTS: A Simple Cross-Attention Framework for Unified Timbre Control in TTS
por: Zheng, Zihao, et al.
Publicado: (2026)

SemanticVocoder: Bridging Audio Generation and Audio Understanding via Semantic Latents
por: Xie, Zeyu, et al.
Publicado: (2026)

When Audio Generators Become Good Listeners: Generative Features for Understanding Tasks
por: Xie, Zeyu, et al.
Publicado: (2025)

Enhancing Audio Generation Diversity with Visual Information
por: Xie, Zeyu, et al.
Publicado: (2024)

Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models
por: Wang, Ziyu, et al.
Publicado: (2024)

Enhance Temporal Relations in Audio Captioning with Sound Event Detection
por: Xie, Zeyu, et al.
Publicado: (2023)

DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation
por: Li, Baihan, et al.
Publicado: (2024)

A Detailed Audio-Text Data Simulation Pipeline using Single-Event Sounds
por: Xu, Xuenan, et al.
Publicado: (2024)

Towards Weakly Supervised Text-to-Audio Grounding
por: Xu, Xuenan, et al.
Publicado: (2024)

Smooth-Foley: Creating Continuous Sound for Video-to-Audio Generation Under Semantic Guidance
por: Zhang, Yaoyun, et al.
Publicado: (2024)

MuDiT & MuSiT: Alignment with Colloquial Expression in Description-to-Song Generation
por: Wang, Zihao, et al.
Publicado: (2024)

Representation Loss Minimization with Randomized Selection Strategy for Efficient Environmental Fake Audio Detection
por: Phukan, Orchid Chetia, et al.
Publicado: (2024)

SARA: Stress Test Reasoning in Audio Deepfake Detection
por: Nguyen, Binh, et al.
Publicado: (2026)

MuChin: A Chinese Colloquial Description Benchmark for Evaluating Language Models in the Field of Music
por: Wang, Zihao, et al.
Publicado: (2024)

Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models
por: Xu, Xuenan, et al.
Publicado: (2024)

BLAT: Bootstrapping Language-Audio Pre-training based on AudioSet Tag-guided Synthetic Data
por: Xu, Xuenan, et al.
Publicado: (2023)

SaMoye: Zero-shot Singing Voice Conversion Model Based on Feature Disentanglement and Enhancement
por: Wang, Zihao, et al.
Publicado: (2024)

Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution
por: Phukan, Orchid Chetia, et al.
Publicado: (2024)

Efficient Audio Captioning with Encoder-Level Knowledge Distillation
por: Xu, Xuenan, et al.
Publicado: (2024)

ML-ASPA: A Contemplation of Machine Learning-based Acoustic Signal Processing Analysis for Sounds, & Strains Emerging Technology
por: Ali, Ratul, et al.
Publicado: (2023)

Unified Pathological Speech Analysis with Prompt Tuning
por: Yang, Fei, et al.
Publicado: (2024)

SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMs
por: Chen, Wenxi, et al.
Publicado: (2024)

SemantiCodec: An Ultra Low Bitrate Semantic Audio Codec for General Sound
por: Liu, Haohe, et al.
Publicado: (2024)

PolyGlotFake: A Novel Multilingual and Multimodal DeepFake Dataset
por: Hou, Yang, et al.
Publicado: (2024)

Exploring Pre-trained General-purpose Audio Representations for Heart Murmur Detection
por: Niizumi, Daisuke, et al.
Publicado: (2024)

Generalized Fake Audio Detection via Deep Stable Learning
por: Wang, Zhiyong, et al.
Publicado: (2024)

CodecFake+: A Large-Scale Neural Audio Codec-Based Deepfake Speech Dataset
por: Chen, Xuanjun, et al.
Publicado: (2025)

Auto-ACD: A Large-scale Dataset for Audio-Language Representation Learning
por: Sun, Luoyi, et al.
Publicado: (2023)

Are Music Foundation Models Better at Singing Voice Deepfake Detection? Far-Better Fuse them with Speech Foundation Models
por: Phukan, Orchid Chetia, et al.
Publicado: (2024)

Generalizable Detection of Audio Deepfakes
por: Lopez, Jose A., et al.
Publicado: (2025)

Detection of Deepfake Environmental Audio
por: Ouajdi, Hafsa, et al.
Publicado: (2024)

Avengers Assemble: Amalgamation of Non-Semantic Features for Depression Detection
por: Phukan, Orchid Chetia, et al.
Publicado: (2024)

Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy
por: Xie, Yuankun, et al.
Publicado: (2024)

Rethinking Masking Strategies for Masked Prediction-based Audio Self-supervised Learning
por: Niizumi, Daisuke, et al.
Publicado: (2026)

EmoFake: An Initial Dataset for Emotion Fake Audio Detection
por: Zhao, Yan, et al.
Publicado: (2022)