A Practical Recipe for Semi-Supervised Federated ASR: Online Pseudo-Labels with Server Update Stabilization
cs.LG, cs.AI, stat.ML
Submitted: 2026-09-21
Updated: 2026-09-21
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Which Data Matter? Embedding-Based Data Selection for Speech Recognition
- Sequence Transduction with Recurrent Neural Networks
- A Survey on Federated Unlearning: Challenges and Opportunities
- Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning
- An Exhaustive Evaluation of TTS- and VC-based Data Augmentation for ASR
- FedIL: Federated Incremental Learning from Decentralized Unlabeled Data with Convergence Analysis
- When does the student surpass the teacher? Federated Semi-supervised Learning with Teacher-Student EMA
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