Sean Campbell

Less is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging

End-to-end models that condition the output sequence on all previously predicted labels have emerged as popular alternatives to conventional systems for automatic speech recognition (ASR). Since distinct label histories correspond to distinct models states, such models are decoded using an approxima…