{"total":14,"rows":[{"id":"2212.09006","title":"A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness","created":"2022-12-18","cited_by_count":13,"area":null},{"id":"2403.02619","title":"Training Machine Learning models at the Edge: A Survey","created":"2024-03-05","cited_by_count":11,"area":null},{"id":"2111.03777","title":"Privacy attacks for automatic speech recognition acoustic models in a federated learning framework","created":"2021-11-06","cited_by_count":10,"area":null},{"id":"2302.10790","title":"Federated Learning for ASR based on Wav2vec 2.0","created":"2023-02-20","cited_by_count":7,"area":null},{"id":"2203.15966","title":"Federated Domain Adaptation for ASR with Full Self-Supervision","created":"2022-03-30","cited_by_count":6,"area":null},{"id":"2202.05209","title":"Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding","created":"2022-02-10","cited_by_count":3,"area":null},{"id":"2501.06663","title":"Ultra Memory-Efficient On-FPGA Training of Transformers via Tensor-Compressed Optimization","created":"2025-01-11","cited_by_count":3,"area":null},{"id":"2111.04194","title":"Retrieving Speaker Information from Personalized Acoustic Models for Speech Recognition","created":"2021-11-07","cited_by_count":2,"area":null},{"id":"2405.13832","title":"Federated Learning in Healthcare: Model Misconducts, Security, Challenges, Applications, and Future Research Directions -- A Systematic Review","created":"2024-05-22","cited_by_count":1,"area":null},{"id":"2506.11069","title":"Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition","created":"2025-06-02","cited_by_count":1,"area":null},{"id":"2307.07199","title":"Ed-Fed: A generic federated learning framework with resource-aware client selection for edge devices","created":"2023-07-14","cited_by_count":0,"area":null},{"id":"2308.02013","title":"Federated Representation Learning for Automatic Speech Recognition","created":"2023-08-03","cited_by_count":0,"area":null},{"id":"2606.13253","title":"Towards Personalized Federated Learning for Dysarthric Speech Recognition","created":"2026-06-11","cited_by_count":0,"area":null},{"id":"2607.25716","title":"SpeechLLM Meets Federated Learning for End-to-End ASR: English and Italian Case Studies","created":"2026-07-28","cited_by_count":0,"area":null}],"next_cursor":null}