Copertina

Naturalness-Aware Curriculum Learning with Dynamic Temperature for Speech Deepfake Detection

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Kim, Taewoo, Kim, Guisik, Cho, Choongsang, Lee, Young Han
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Audio and Speech Processing Sound
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Period Singer: Integrating Periodic and Aperiodic Variational Autoencoders for Natural-Sounding End-to-End Singing Voice Synthesis
di: Kim, Taewoo, et al.
Pubblicazione: (2024)

Instance-Specific Test-Time Training for Speech Editing in the Wild
di: Kim, Taewoo, et al.
Pubblicazione: (2025)

Unmasking Deepfakes: Leveraging Augmentations and Features Variability for Deepfake Speech Detection
di: Rimon, Inbal, et al.
Pubblicazione: (2025)

Freeze and Learn: Continual Learning with Selective Freezing for Speech Deepfake Detection
di: Salvi, Davide, et al.
Pubblicazione: (2024)

From Sharpness to Better Generalization for Speech Deepfake Detection
di: Huang, Wen, et al.
Pubblicazione: (2025)

Comparative Analysis of ASR Methods for Speech Deepfake Detection
di: Salvi, Davide, et al.
Pubblicazione: (2024)

SynHate: Detecting Hate Speech in Synthetic Deepfake Audio
di: Ranjan, Rishabh, et al.
Pubblicazione: (2025)

Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection
di: Salvi, Davide, et al.
Pubblicazione: (2025)

A Comprehensive Survey with Critical Analysis for Deepfake Speech Detection
di: Pham, Lam, et al.
Pubblicazione: (2024)

CLaM-TTS: Improving Neural Codec Language Model for Zero-Shot Text-to-Speech
di: Kim, Jaehyeon, et al.
Pubblicazione: (2024)

Source Verification for Speech Deepfakes
di: Negroni, Viola, et al.
Pubblicazione: (2025)

Towards Scalable AASIST: Refining Graph Attention for Speech Deepfake Detection
di: Viakhirev, Ivan, et al.
Pubblicazione: (2025)

One-Class Learning with Adaptive Centroid Shift for Audio Deepfake Detection
di: Kim, Hyun Myung, et al.
Pubblicazione: (2024)

Lightweight Resolution-Aware Audio Deepfake Detection via Cross-Scale Attention and Consistency Learning
di: Shahriar, K. A.
Pubblicazione: (2026)

Multimodal Zero-Shot Framework for Deepfake Hate Speech Detection in Low-Resource Languages
di: Ranjan, Rishabh, et al.
Pubblicazione: (2025)

ASASVIcomtech: The Vicomtech-UGR Speech Deepfake Detection and SASV Systems for the ASVspoof5 Challenge
di: Martín-Doñas, Juan M., et al.
Pubblicazione: (2024)

Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
di: Kim, Heeseung, et al.
Pubblicazione: (2024)

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

Continuous Learning of Transformer-based Audio Deepfake Detection
di: Le, Tuan Duy Nguyen, et al.
Pubblicazione: (2024)

Lightweight Wasserstein Audio-Visual Model for Unified Speech Enhancement and Separation
di: Park, Jisoo, et al.
Pubblicazione: (2025)

EchoFake: A Replay-Aware Dataset for Practical Speech Deepfake Detection
di: Zhang, Tong, et al.
Pubblicazione: (2025)

Neural Speech Embeddings for Speech Synthesis Based on Deep Generative Networks
di: Lee, Seo-Hyun, et al.
Pubblicazione: (2023)

BiCrossMamba-ST: Speech Deepfake Detection with Bidirectional Mamba Spectro-Temporal Cross-Attention
di: Kheir, Yassine El, et al.
Pubblicazione: (2025)

Spotlight-TTS: Spotlighting the Style via Voiced-Aware Style Extraction and Style Direction Adjustment for Expressive Text-to-Speech
di: Kim, Nam-Gyu, et al.
Pubblicazione: (2025)

Enhancing Dialogue Speech Recognition with Robust Contextual Awareness via Noise Representation Learning
di: Lee, Wonjun, et al.
Pubblicazione: (2024)

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

Detection of Deepfake Environmental Audio
di: Ouajdi, Hafsa, et al.
Pubblicazione: (2024)

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

VoiceTailor: Lightweight Plug-In Adapter for Diffusion-Based Personalized Text-to-Speech
di: Kim, Heeseung, et al.
Pubblicazione: (2024)

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

PartialEdit: Identifying Partial Deepfakes in the Era of Neural Speech Editing
di: Zhang, You, et al.
Pubblicazione: (2025)

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection
di: Li, Menglu, et al.
Pubblicazione: (2025)

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

Rate-Aware Learned Speech Compression
di: Xu, Jun, et al.
Pubblicazione: (2025)

Rethinking Speech Representation Aggregation in Speech Enhancement: A Phonetic Mutual Information Perspective
di: Han, Seungu, et al.
Pubblicazione: (2026)

SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Incorporating Cutting-Edge Generation Methods
di: Huang, Wen, et al.
Pubblicazione: (2025)

SPAM: Style Prompt Adherence Metric for Prompt-based TTS
di: Cho, Chanhee, et al.
Pubblicazione: (2026)

Towards Robust Audio Deepfake Detection: A Evolving Benchmark for Continual Learning
di: Zhang, Xiaohui, et al.
Pubblicazione: (2024)

Transferable Adversarial Attacks on Audio Deepfake Detection
di: Farooq, Muhammad Umar, et al.
Pubblicazione: (2025)

Audio-Based Linguistic Feature Extraction for Enhancing Multi-lingual and Low-Resource Text-to-Speech
di: Kim, Youngjae, et al.
Pubblicazione: (2024)