ESDD2: Environment-Aware Speech and Sound Deepfake Detection Challenge Evaluation Plan
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Xueping, Yin, Han, Xiao, Yang, Zhang, Lin, Dang, Ting, Das, Rohan Kumar, Li, Ming |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ESDD 2026: Environmental Sound Deepfake Detection Challenge Evaluation Plan
by: Yin, Han, et al.
Published: (2025)
by: Yin, Han, et al.
Published: (2025)
Environmental Sound Deepfake Detection Challenge: An Overview
by: Yin, Han, et al.
Published: (2025)
by: Yin, Han, et al.
Published: (2025)
The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights
by: Yin, Han, et al.
Published: (2026)
by: Yin, Han, et al.
Published: (2026)
EnvSDD: Benchmarking Environmental Sound Deepfake Detection
by: Yin, Han, et al.
Published: (2025)
by: Yin, Han, et al.
Published: (2025)
RawTFNet: A Lightweight CNN Architecture for Speech Anti-spoofing
by: Xiao, Yang, et al.
Published: (2025)
by: Xiao, Yang, et al.
Published: (2025)
EnvTriCascade: An Environment-Aware Tri-Stage Cascaded Framework for ESDD2 2026 Challenge
by: Huang, Hengyan, et al.
Published: (2026)
by: Huang, Hengyan, et al.
Published: (2026)
WildDESED: An LLM-Powered Dataset for Wild Domestic Environment Sound Event Detection System
by: Xiao, Yang, et al.
Published: (2024)
by: Xiao, Yang, et al.
Published: (2024)
Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection
by: Yin, Han, et al.
Published: (2024)
by: Yin, Han, et al.
Published: (2024)
UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection
by: Xiao, Yang, et al.
Published: (2024)
by: Xiao, Yang, et al.
Published: (2024)
FMSG-JLESS Submission for DCASE 2024 Task4 on Sound Event Detection with Heterogeneous Training Dataset and Potentially Missing Labels
by: Xiao, Yang, et al.
Published: (2024)
by: Xiao, Yang, et al.
Published: (2024)
Multilingual Source Tracing of Speech Deepfakes: A First Benchmark
by: Xuan, Xi, et al.
Published: (2025)
by: Xuan, Xi, et al.
Published: (2025)
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)
by: Xiao, Yang, et al.
Published: (2025)
BEAT2AASIST model with layer fusion for ESDD 2026 Challenge
by: Chung, Sanghyeok, et al.
Published: (2025)
by: Chung, Sanghyeok, et al.
Published: (2025)
Where's That Voice Coming? Continual Learning for Sound Source Localization
by: Xiao, Yang, et al.
Published: (2024)
by: Xiao, Yang, et al.
Published: (2024)
TF-Mamba: A Time-Frequency Network for Sound Source Localization
by: Xiao, Yang, et al.
Published: (2024)
by: Xiao, Yang, et al.
Published: (2024)
Dual Knowledge Distillation for Efficient Sound Event Detection
by: Xiao, Yang, et al.
Published: (2024)
by: Xiao, Yang, et al.
Published: (2024)
BUT Systems for Environmental Sound Deepfake Detection in the ESDD 2026 Challenge
by: Peng, Junyi, et al.
Published: (2025)
by: Peng, Junyi, et al.
Published: (2025)
EnvSSLAM-FFN: Lightweight Layer-Fused System for ESDD 2026 Challenge
by: Guo, Xiaoxuan, et al.
Published: (2025)
by: Guo, Xiaoxuan, et al.
Published: (2025)
SVDD Challenge 2024: A Singing Voice Deepfake Detection Challenge Evaluation Plan
by: Zhang, You, et al.
Published: (2024)
by: Zhang, You, et al.
Published: (2024)
AT-ADD: All-Type Audio Deepfake Detection Challenge Evaluation Plan
by: Xie, Yuankun, et al.
Published: (2026)
by: Xie, Yuankun, et al.
Published: (2026)
Exploring Text-Queried Sound Event Detection with Audio Source Separation
by: Yin, Han, et al.
Published: (2024)
by: Yin, Han, et al.
Published: (2024)
XLSR-Mamba: A Dual-Column Bidirectional State Space Model for Spoofing Attack Detection
by: Xiao, Yang, et al.
Published: (2024)
by: Xiao, Yang, et al.
Published: (2024)
Technical Report of Nomi Team in the Environmental Sound Deepfake Detection Challenge 2026
by: Mawalim, Candy Olivia, et al.
Published: (2025)
by: Mawalim, Candy Olivia, et al.
Published: (2025)
Device Feature based on Graph Fourier Transformation with Logarithmic Processing For Detection of Replay Speech Attacks
by: He, Mingrui, et al.
Published: (2024)
by: He, Mingrui, et al.
Published: (2024)
MultiAPI Spoof: A Multi-API Dataset and Local-Attention Network for Speech Anti-spoofing Detection
by: Zhang, Xueping, et al.
Published: (2025)
by: Zhang, Xueping, et al.
Published: (2025)
A Survey on Speech Deepfake Detection
by: Li, Menglu, et al.
Published: (2024)
by: Li, Menglu, et al.
Published: (2024)
Naturalness-Aware Curriculum Learning with Dynamic Temperature for Speech Deepfake Detection
by: Kim, Taewoo, et al.
Published: (2025)
by: Kim, Taewoo, et al.
Published: (2025)
HQ-MPSD: A Multilingual Artifact-Controlled Benchmark for Partial Deepfake Speech Detection
by: Li, Menglu, et al.
Published: (2025)
by: Li, Menglu, et al.
Published: (2025)
RTCFake: Speech Deepfake Detection in Real-Time Communication
by: Xue, Jun, et al.
Published: (2026)
by: Xue, Jun, et al.
Published: (2026)
Profiling the Voice: Speaker-Specific Phoneme Fingerprinting for Speech Deepfake Detection
by: Xue, Jun, et al.
Published: (2026)
by: Xue, Jun, et al.
Published: (2026)
Investigating the Impact of Speech Enhancement on Audio Deepfake Detection in Noisy Environments
by: Anacin, et al.
Published: (2026)
by: Anacin, et al.
Published: (2026)
FakeSound2: A Benchmark for Explainable and Generalizable Deepfake Sound Detection
by: Xie, Zeyu, et al.
Published: (2025)
by: Xie, Zeyu, et al.
Published: (2025)
EchoFake: A Replay-Aware Dataset for Practical Speech Deepfake Detection
by: Zhang, Tong, et al.
Published: (2025)
by: Zhang, Tong, 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)
by: Xiao, Yang, et al.
Published: (2026)
PhonemeDF: A Synthetic Speech Dataset for Audio Deepfake Detection and Naturalness Evaluation
by: Nallaguntla, Vamshi, et al.
Published: (2026)
by: Nallaguntla, Vamshi, et al.
Published: (2026)
Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection
by: Li, Menglu, et al.
Published: (2025)
by: Li, Menglu, et al.
Published: (2025)
Emotion-Aware Quantization for Discrete Speech Representations: An Analysis of Emotion Preservation
by: Zhou, Haoguang, et al.
Published: (2026)
by: Zhou, Haoguang, et al.
Published: (2026)
Localizing Speech Deepfakes Beyond Transitions via Segment-Aware Learning
by: Mao, Yuchen, et al.
Published: (2026)
by: Mao, Yuchen, et al.
Published: (2026)
Comparative Analysis of ASR Methods for Speech Deepfake Detection
by: Salvi, Davide, et al.
Published: (2024)
by: Salvi, Davide, et al.
Published: (2024)
Quantizer-Aware Hierarchical Neural Codec Modeling for Speech Deepfake Detection
by: Wu, Jinyang, et al.
Published: (2026)
by: Wu, Jinyang, et al.
Published: (2026)
Similar Items
-
ESDD 2026: Environmental Sound Deepfake Detection Challenge Evaluation Plan
by: Yin, Han, et al.
Published: (2025) -
Environmental Sound Deepfake Detection Challenge: An Overview
by: Yin, Han, et al.
Published: (2025) -
The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights
by: Yin, Han, et al.
Published: (2026) -
EnvSDD: Benchmarking Environmental Sound Deepfake Detection
by: Yin, Han, et al.
Published: (2025) -
RawTFNet: A Lightweight CNN Architecture for Speech Anti-spoofing
by: Xiao, Yang, et al.
Published: (2025)