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cs.CL2024
Navigating the Minefield of MT Beam Search in Cascaded Streaming Speech Translation
Rastislav Rabatin, Frank Seide, Ernie Chang
We adapt the well-known beam-search algorithm for machine translation to operate in a cascaded real-time speech translation system. This proved to be more complex than initially an…
cs.CL2024★ 1 cited
Speech ReaLLM -- Real-time Streaming Speech Recognition with Multimodal LLMs by Teaching the Flow of Time
Frank Seide, Morrie Doulaty, Yangyang Shi +3
We introduce Speech ReaLLM, a new ASR architecture that marries "decoder-only" ASR with the RNN-T to make multimodal LLM architectures capable of real-time streaming. This is the f…