bilingual-asr

This paper details the development of Sophea, a production bilingual Greek-English automatic speech recognition system, using iterative training, data filtering, and model ensembling to meet quality gates and achieve competitive benchmark results.

This paper introduces X2-Turn, a frame-synchronous dual-head model that jointly performs streaming ASR and turn state prediction on shared representations, improving turn-taking accuracy and latency in spoken dialogue systems.