REVERB-FL: Server-Side Adversarial and Reserve-Enhanced Federated Learning for Robust Audio Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Peechara, Sathwika, Sahay, Rajeev |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Advancing Continual Learning for Robust Deepfake Audio Classification
by: Dong, Feiyi, et al.
Published: (2024)
by: Dong, Feiyi, et al.
Published: (2024)
Domain-Incremental Learning for Audio Classification
by: Mulimani, Manjunath, et al.
Published: (2024)
by: Mulimani, Manjunath, et al.
Published: (2024)
HumekaFL: Automated Detection of Neonatal Asphyxia Using Federated Learning
by: Zantou, Pamely, et al.
Published: (2024)
by: Zantou, Pamely, et al.
Published: (2024)
Trade-offs Between Capacity and Robustness in Neural Audio Codecs for Adversarially Robust Speech Recognition
by: Prescott, Jordan, et al.
Published: (2026)
by: Prescott, Jordan, et al.
Published: (2026)
Enhancing Neural Audio Fingerprint Robustness to Audio Degradation for Music Identification
by: Araz, R. Oguz, et al.
Published: (2025)
by: Araz, R. Oguz, et al.
Published: (2025)
Empowering Multimodal Respiratory Sound Classification with Counterfactual Adversarial Debiasing for Out-of-Distribution Robustness
by: Koo, Heejoon, et al.
Published: (2025)
by: Koo, Heejoon, et al.
Published: (2025)
Maximum-Entropy Adversarial Audio Augmentation for Keyword Spotting
by: Ye, Zuzhao, et al.
Published: (2024)
by: Ye, Zuzhao, et al.
Published: (2024)
Improving the Robustness and Clinical Applicability of Automatic Respiratory Sound Classification Using Deep Learning-Based Audio Enhancement: Algorithm Development and Validation
by: Tzeng, Jing-Tong, et al.
Published: (2024)
by: Tzeng, Jing-Tong, et al.
Published: (2024)
Class-Incremental Learning for Multi-Label Audio Classification
by: Mulimani, Manjunath, et al.
Published: (2024)
by: Mulimani, Manjunath, et al.
Published: (2024)
A Framework for Robust Speaker Verification in Highly Noisy Environments Leveraging Both Noisy and Enhanced Audio
by: Katav, Adam, et al.
Published: (2025)
by: Katav, Adam, et al.
Published: (2025)
Transferable Adversarial Attacks on Audio Deepfake Detection
by: Farooq, Muhammad Umar, et al.
Published: (2025)
by: Farooq, Muhammad Umar, et al.
Published: (2025)
Weighted-Sampling Audio Adversarial Example Attack
by: Liu, Xiaolei, et al.
Published: (2019)
by: Liu, Xiaolei, et al.
Published: (2019)
TAME: Temporal Audio-based Mamba for Enhanced Drone Trajectory Estimation and Classification
by: Xiao, Zhenyuan, et al.
Published: (2024)
by: Xiao, Zhenyuan, et al.
Published: (2024)
Evaluating Pretrained General-Purpose Audio Representations for Music Genre Classification
by: Rai, Kashish, et al.
Published: (2026)
by: Rai, Kashish, et al.
Published: (2026)
Audio-Visual Feature Synchronization for Robust Speech Enhancement in Hearing Aids
by: Saleem, Nasir, et al.
Published: (2025)
by: Saleem, Nasir, et al.
Published: (2025)
Adaptive Mixture of Low-Rank Experts for Robust Audio Spoofing Detection
by: Chen, Qixian, et al.
Published: (2025)
by: Chen, Qixian, et al.
Published: (2025)
Text-based Audio Retrieval by Learning from Similarities between Audio Captions
by: Xie, Huang, et al.
Published: (2024)
by: Xie, Huang, et al.
Published: (2024)
ModalityMirror: Improving Audio Classification in Modality Heterogeneity Federated Learning with Multimodal Distillation
by: Feng, Tiantian, et al.
Published: (2024)
by: Feng, Tiantian, et al.
Published: (2024)
Adversarial Representation Learning for Robust Privacy Preservation in Audio
by: Gharib, Shayan, et al.
Published: (2023)
by: Gharib, Shayan, et al.
Published: (2023)
Towards Privacy-Preserving Audio Classification Systems
by: Chhaglani, Bhawana, et al.
Published: (2024)
by: Chhaglani, Bhawana, et al.
Published: (2024)
Angular Distance Distribution Loss for Audio Classification
by: Almudévar, Antonio, et al.
Published: (2024)
by: Almudévar, Antonio, et al.
Published: (2024)
Robust Lossy Audio Compression Identification
by: Koops, Hendrik Vincent, et al.
Published: (2024)
by: Koops, Hendrik Vincent, et al.
Published: (2024)
EveGuard: Defeating Vibration-based Side-Channel Eavesdropping with Audio Adversarial Perturbations
by: Chang, Jung-Woo, et al.
Published: (2024)
by: Chang, Jung-Woo, et al.
Published: (2024)
PAT: Parameter-Free Audio-Text Aligner to Boost Zero-Shot Audio Classification
by: Seth, Ashish, et al.
Published: (2024)
by: Seth, Ashish, et al.
Published: (2024)
Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models
by: Xu, Xuenan, et al.
Published: (2024)
by: Xu, Xuenan, et al.
Published: (2024)
Cross-Modal Bottleneck Fusion For Noise Robust Audio-Visual Speech Recognition
by: Ok, Seaone, et al.
Published: (2026)
by: Ok, Seaone, et al.
Published: (2026)
RADAR Challenge 2026: Robust Audio Deepfake Recognition under Media Transformations
by: Luong, Hieu-Thi, et al.
Published: (2026)
by: Luong, Hieu-Thi, et al.
Published: (2026)
Towards Robust Audio Deepfake Detection: A Evolving Benchmark for Continual Learning
by: Zhang, Xiaohui, et al.
Published: (2024)
by: Zhang, Xiaohui, et al.
Published: (2024)
AudioLog: LLMs-Powered Long Audio Logging with Hybrid Token-Semantic Contrastive Learning
by: Bai, Jisheng, et al.
Published: (2023)
by: Bai, Jisheng, et al.
Published: (2023)
Benchmarking Time-localized Explanations for Audio Classification Models
by: Bolaños, Cecilia, et al.
Published: (2025)
by: Bolaños, Cecilia, et al.
Published: (2025)
Beyond Lips: Integrating Gesture and Lip Cues for Robust Audio-visual Speaker Extraction
by: Pan, Zexu, et al.
Published: (2026)
by: Pan, Zexu, et al.
Published: (2026)
RobustSVC: HuBERT-based Melody Extractor and Adversarial Learning for Robust Singing Voice Conversion
by: Chen, Wei, et al.
Published: (2024)
by: Chen, Wei, et al.
Published: (2024)
EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer
by: Hai, Jiarui, et al.
Published: (2024)
by: Hai, Jiarui, et al.
Published: (2024)
Audio-Cogito: Towards Deep Audio Reasoning in Large Audio Language Models
by: Li, Longhao, et al.
Published: (2026)
by: Li, Longhao, et al.
Published: (2026)
Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers
by: Cappellazzo, Umberto, et al.
Published: (2023)
by: Cappellazzo, Umberto, et al.
Published: (2023)
Structural and Statistical Audio Texture Knowledge Distillation for Acoustic Classification
by: Ritu, Jarin, et al.
Published: (2025)
by: Ritu, Jarin, et al.
Published: (2025)
Hyperbolic Embeddings for Order-Aware Classification of Audio Effect Chains
by: Wada, Aogu, et al.
Published: (2025)
by: Wada, Aogu, et al.
Published: (2025)
Audio-Based Classification of Insect Species Using Machine Learning Models: Cicada, Beetle, Termite, and Cricket
by: Shetty, Manas V, et al.
Published: (2025)
by: Shetty, Manas V, et al.
Published: (2025)
Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation
by: Singh, Riyansha, et al.
Published: (2024)
by: Singh, Riyansha, et al.
Published: (2024)
Toward Improving Synthetic Audio Spoofing Detection Robustness via Meta-Learning and Disentangled Training With Adversarial Examples
by: Wang, Zhenyu, et al.
Published: (2024)
by: Wang, Zhenyu, et al.
Published: (2024)
Similar Items
-
Advancing Continual Learning for Robust Deepfake Audio Classification
by: Dong, Feiyi, et al.
Published: (2024) -
Domain-Incremental Learning for Audio Classification
by: Mulimani, Manjunath, et al.
Published: (2024) -
HumekaFL: Automated Detection of Neonatal Asphyxia Using Federated Learning
by: Zantou, Pamely, et al.
Published: (2024) -
Trade-offs Between Capacity and Robustness in Neural Audio Codecs for Adversarially Robust Speech Recognition
by: Prescott, Jordan, et al.
Published: (2026) -
Enhancing Neural Audio Fingerprint Robustness to Audio Degradation for Music Identification
by: Araz, R. Oguz, et al.
Published: (2025)