Cover Image

FakeSound2: A Benchmark for Explainable and Generalizable Deepfake Sound Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xie, Zeyu, Zhang, Yaoyun, Xu, Xuenan, Yin, Yongkang, Li, Chenxing, Wu, Mengyue, Zou, Yuexian
Format:	Preprint
Published:	2025
Subjects:	Sound Audio and Speech Processing 68Txx I.2
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FakeSound: Deepfake General Audio Detection
by: Xie, Zeyu, et al.
Published: (2024)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

EnvSDD: Benchmarking Environmental Sound Deepfake Detection
by: Yin, Han, et al.
Published: (2025)

Verifiable Dropout: Turning Randomness into a Verifiable Claim
by: Lee, Kichang, et al.
Published: (2025)

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

Reciprocal Latent Fields for Precomputed Sound Propagation
by: Seuté, Hugo, et al.
Published: (2026)

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

Sound Safeguarding for Acoustic Measurement Using Any Sounds: Tools and Applications
by: Kawahara, Hideki, et al.
Published: (2025)

Distributional Drift Adaptation with Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting
by: He, Hui, et al.
Published: (2022)

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

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

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

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

Can Sound Replace Vision in LLaVA With Token Substitution?
by: Vosoughi, Ali, et al.
Published: (2025)

Technical Report of Nomi Team in the Environmental Sound Deepfake Detection Challenge 2026
by: Mawalim, Candy Olivia, et al.
Published: (2025)

BowelRCNN: Region-based Convolutional Neural Network System for Bowel Sound Auscultation
by: Matynia, Igor, et al.
Published: (2025)

Contemporary Agent Technology: LLM-Driven Advancements vs Classic Multi-Agent Systems
by: Bădică, Costin, et al.
Published: (2025)

Noise-Robust Sound Event Detection and Counting via Language-Queried Sound Separation
by: Chen, Yuanjian, et al.
Published: (2025)

From Benchmarks to Business Impact: Deploying IBM Generalist Agent in Enterprise Production
by: Shlomov, Segev, et al.
Published: (2025)

Faked Speech Detection with Zero Prior Knowledge
by: Ajmi, Sahar Al, et al.
Published: (2022)