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20212026
most citedPrivacy attacks for automatic speech recognition acoustic models in a federated learning framework

18 citations · 26 across the 22 of their papers we have counts for

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cs.CL2023★ 1 cited

LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech

Titouan Parcollet, Ha Nguyen, Solene Evain +19

Self-supervised learning (SSL) is at the origin of unprecedented improvements in many different domains including computer vision and natural language processing. Speech processing…

eess.AS2023

Federated Learning for ASR based on Wav2vec 2.0

Tuan Nguyen, Salima Mdhaffar, Natalia Tomashenko +2

This paper presents a study on the use of federated learning to train an ASR model based on a wav2vec 2.0 model pre-trained by self supervision. Carried out on the well-known TED-L…