Cover Image

Multilingual Source Tracing of Speech Deepfakes: A First Benchmark

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xuan, Xi, Xiao, Yang, Das, Rohan Kumar, Kinnunen, Tomi
Format:	Preprint
Published:	2025
Subjects:	Audio and Speech Processing Computation and Language Sound
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Disentangling Speaker Traits for Deepfake Source Verification via Chebyshev Polynomial and Riemannian Metric Learning
by: Xuan, Xi, et al.
Published: (2026)

Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing
by: Xiao, Yang, et al.
Published: (2025)

Causal Structure Discovery for Error Diagnostics of Children's ASR
by: Singh, Vishwanath Pratap, et al.
Published: (2025)

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

WST-X Series: Wavelet Scattering Transform for Interpretable Speech Deepfake Detection
by: Xuan, Xi, et al.
Published: (2026)

Advancing Zero-Shot Open-Set Speech Deepfake Source Tracing
by: Chhibber, Manasi, et al.
Published: (2025)

ML-SUPERB: Multilingual Speech Universal PERformance Benchmark
by: Shi, Jiatong, et al.
Published: (2023)

TF-Mamba: A Time-Frequency Network for Sound Source Localization
by: Xiao, Yang, et al.
Published: (2024)

An Explainable Probabilistic Attribute Embedding Approach for Spoofed Speech Characterization
by: Chhibber, Manasi, et al.
Published: (2024)

Where's That Voice Coming? Continual Learning for Sound Source Localization
by: Xiao, Yang, et al.
Published: (2024)

WaveSP-Net: Learnable Wavelet-Domain Sparse Prompt Tuning for Speech Deepfake Detection
by: Xuan, Xi, et al.
Published: (2025)

ML-SUPERB 2.0: Benchmarking Multilingual Speech Models Across Modeling Constraints, Languages, and Datasets
by: Shi, Jiatong, et al.
Published: (2024)

SpeechTaxi: On Multilingual Semantic Speech Classification
by: Keller, Lennart, et al.
Published: (2024)

RawTFNet: A Lightweight CNN Architecture for Speech Anti-spoofing
by: Xiao, Yang, et al.
Published: (2025)

Adapting Where It Matters: Depth-Aware Adaptation for Efficient Multilingual Speech Recognition in Low-Resource Languages
by: Xiao, Yang, et al.
Published: (2026)

Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond
by: Lee, Beomseok, et al.
Published: (2024)

AUDDT: Audio Unified Deepfake Detection Benchmark Toolkit
by: Zhu, Yi, et al.
Published: (2025)

ChildAugment: Data Augmentation Methods for Zero-Resource Children's Speaker Verification
by: Singh, Vishwanath Pratap, et al.
Published: (2024)

CAMEO: Collection of Multilingual Emotional Speech Corpora
by: Christop, Iwona, et al.
Published: (2025)

Configurable Multilingual ASR with Speech Summary Representations
by: Zhu, Harrison, et al.
Published: (2024)

Classification of Spontaneous and Scripted Speech for Multilingual Audio
by: Elisha, Shahar, et al.
Published: (2024)

Source Verification for Speech Deepfakes
by: Negroni, Viola, et al.
Published: (2025)

Source Tracing of Audio Deepfake Systems
by: Klein, Nicholas, et al.
Published: (2024)

Emilia: A Large-Scale, Extensive, Multilingual, and Diverse Dataset for Speech Generation
by: He, Haorui, et al.
Published: (2025)

VoiceCraft-X: Unifying Multilingual, Voice-Cloning Speech Synthesis and Speech Editing
by: Zheng, Zhisheng, et al.
Published: (2025)

Enhancing Indonesian Automatic Speech Recognition: Evaluating Multilingual Models with Diverse Speech Variabilities
by: Adila, Aulia, et al.
Published: (2024)

CS-FLEURS: A Massively Multilingual and Code-Switched Speech Dataset
by: Yan, Brian, et al.
Published: (2025)

Teaching a Multilingual Large Language Model to Understand Multilingual Speech via Multi-Instructional Training
by: Denisov, Pavel, et al.
Published: (2024)

Cross-lingual Embedding Clustering for Hierarchical Softmax in Low-Resource Multilingual Speech Recognition
by: Yang, Zhengdong, et al.
Published: (2025)

Advancing Topic Segmentation of Broadcasted Speech with Multilingual Semantic Embeddings
by: Shukla, Sakshi Deo, et al.
Published: (2024)

Multilingual Stutter Event Detection for English, German, and Mandarin Speech
by: Haas, Felix, et al.
Published: (2026)

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

Voxlect: A Speech Foundation Model Benchmark for Modeling Dialects and Regional Languages Around the Globe
by: Feng, Tiantian, et al.
Published: (2025)

Generalized Multilingual Text-to-Speech Generation with Language-Aware Style Adaptation
by: Lou, Haowei, et al.
Published: (2025)

DQ-Data2vec: Decoupling Quantization for Multilingual Speech Recognition
by: Shao, Qijie, et al.
Published: (2025)

Joint Training And Decoding for Multilingual End-to-End Simultaneous Speech Translation
by: Huang, Wuwei, et al.
Published: (2025)

DQ-Whisper: Joint Distillation and Quantization for Efficient Multilingual Speech Recognition
by: Shao, Hang, et al.
Published: (2023)

XTTS: a Massively Multilingual Zero-Shot Text-to-Speech Model
by: Casanova, Edresson, et al.
Published: (2024)

Weighted Cross-entropy for Low-Resource Languages in Multilingual Speech Recognition
by: Piñeiro-Martín, Andrés, et al.
Published: (2024)

Romanization Encoding For Multilingual ASR
by: Ding, Wen, et al.
Published: (2024)