Zhiyang Su

FEDERATED HETEROGENEOUS LANGUAGE MODEL OPTIMIZATION FOR HYBRID AUTOMATIC SPEECH RECOGNITION

Training automatic speech recognition (ASR) models increasingly relies on decentralized federated learning to ensure data privacy and accessibility, producing multiple local models that require effective merging. In hybrid ASR systems, while acoustic models can be merged using established methods, t…