Apple has published a paper on their model Acoustic Model Fusion (AMF) which aims to reduce error rates in speech recognition systems.
AMF integrates an external Acoustic Model with E2E ASR systems, improving the system's ability to accurately recognize speech and reducing Word Error Rates.