Cover Image

Detecting the Undetectable: Assessing the Efficacy of Current Spoof Detection Methods Against Seamless Speech Edits

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Huang, Sung-Feng, Kuo, Heng-Cheng, Chen, Zhehuai, Yang, Xuesong, Yang, Chao-Han Huck, Tsao, Yu, Wang, Yu-Chiang Frank, Lee, Hung-yi, Fu, Szu-Wei
Format:	Preprint
Published:	2025
Subjects:	Sound Computation and Language Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

DeSTA2: Developing Instruction-Following Speech Language Model Without Speech Instruction-Tuning Data
by: Lu, Ke-Han, et al.
Published: (2024)

Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech
by: Fu, Szu-Wei, et al.
Published: (2024)

DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment
by: Lu, Ke-Han, et al.
Published: (2024)

CodecFake: Enhancing Anti-Spoofing Models Against Deepfake Audios from Codec-Based Speech Synthesis Systems
by: Wu, Haibin, et al.
Published: (2024)

Universal Speech Enhancement with Regression and Generative Mamba
by: Chao, Rong, et al.
Published: (2025)

Leveraging Mamba with Full-Face Vision for Audio-Visual Speech Enhancement
by: Chao, Rong, et al.
Published: (2025)

Exploiting Consistency-Preserving Loss and Perceptual Contrast Stretching to Boost SSL-based Speech Enhancement
by: Khan, Muhammad Salman, et al.
Published: (2024)

HighRateMOS: Sampling-Rate Aware Modeling for Speech Quality Assessment
by: Ren, Wenze, et al.
Published: (2025)

How Auditory Knowledge in LLM Backbones Shapes Audio Language Models: A Holistic Evaluation
by: Lu, Ke-Han, et al.
Published: (2026)

From Evaluation to Optimization: Neural Speech Assessment for Downstream Applications
by: Tsao, Yu
Published: (2025)

Linguistic Knowledge Transfer Learning for Speech Enhancement
by: Hung, Kuo-Hsuan, et al.
Published: (2025)

An Investigation of Incorporating Mamba for Speech Enhancement
by: Chao, Rong, et al.
Published: (2024)

Multi-Distillation from Speech and Music Representation Models
by: Wei, Jui-Chiang, et al.
Published: (2025)

Full-Duplex-Bench-v3: Benchmarking Tool Use for Full-Duplex Voice Agents Under Real-World Disfluency
by: Lin, Guan-Ting, et al.
Published: (2026)

SAKE: Towards Editing Auditory Attribute Knowledge of Large Audio-Language Models
by: Yang, Chih-Kai, et al.
Published: (2025)

A Study on Incorporating Whisper for Robust Speech Assessment
by: Zezario, Ryandhimas E., et al.
Published: (2023)

Towards Explainable Spoofed Speech Attribution and Detection:a Probabilistic Approach for Characterizing Speech Synthesizer Components
by: Mishra, Jagabandhu, et al.
Published: (2025)

MOS-Bias: From Hidden Gender Bias to Gender-Aware Speech Quality Assessment
by: Ren, Wenze, et al.
Published: (2026)

Robust Audio-Visual Speech Enhancement: Correcting Misassignments in Complex Environments with Advanced Post-Processing
by: Ren, Wenze, et al.
Published: (2024)

MoVE: Translating Laughter and Tears via Mixture of Vocalization Experts in Speech-to-Speech Translation
by: Chen, Szu-Chi, et al.
Published: (2026)

Detecting Spoof Voices in Asian Non-Native Speech: An Indonesian and Thai Case Study
by: Adila, Aulia, et al.
Published: (2024)

Hierarchical Decoding for Discrete Speech Synthesis with Multi-Resolution Spoof Detection
by: Zhao, Junchuan, et al.
Published: (2026)

Investigating Safety Vulnerabilities of Large Audio-Language Models Under Speaker Emotional Variations
by: Feng, Bo-Han, et al.
Published: (2025)

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

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts
by: Garg, Ashi, et al.
Published: (2025)

ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech
by: Wang, Xin, et al.
Published: (2025)

EffortNet: A Deep Learning Framework for Objective Assessment of Speech Enhancement Technologies Using EEG-Based Alpha Oscillations
by: Sung, Ching-Chih, et al.
Published: (2025)

Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech
by: Lin, Guan-Ting, et al.
Published: (2024)

The VoiceMOS Challenge 2024: Beyond Speech Quality Prediction
by: Huang, Wen-Chin, et al.
Published: (2024)

Few-Shot and Pseudo-Label Guided Speech Quality Evaluation with Large Language Models
by: Zezario, Ryandhimas E., et al.
Published: (2026)

Bridging the Modality Gap: Softly Discretizing Audio Representation for LLM-based Automatic Speech Recognition
by: Yang, Mu, et al.
Published: (2025)

Leveraging Self-Supervised Audio-Visual Pretrained Models to Improve Vocoded Speech Intelligibility in Cochlear Implant Simulation
by: Lai, Richard Lee, et al.
Published: (2023)

Two-Path GMM-ResNet and GMM-SENet for ASV Spoofing Detection
by: Lei, Zhenchun, et al.
Published: (2024)

Zero Resource Code-switched Speech Benchmark Using Speech Utterance Pairs For Multiple Spoken Languages
by: Huang, Kuan-Po, et al.
Published: (2023)

SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition
by: Hsu, Ming-Hao, et al.
Published: (2024)

XLSR-Mamba: A Dual-Column Bidirectional State Space Model for Spoofing Attack Detection
by: Xiao, Yang, et al.
Published: (2024)

Audio Large Language Models Can Be Descriptive Speech Quality Evaluators
by: Chen, Chen, et al.
Published: (2025)

Exploring WavLM Back-ends for Speech Spoofing and Deepfake Detection
by: Stourbe, Theophile, et al.
Published: (2024)

Tracking Listener Attention: Gaze-Guided Audio-Visual Speech Enhancement Framework
by: Yang, Hsiang-Cheng, et al.
Published: (2026)

Do You Hear What I Mean? Quantifying the Instruction-Perception Gap in Instruction-Guided Expressive Text-To-Speech Systems
by: Lin, Yi-Cheng, et al.
Published: (2025)