6 citations · 10 across the 13 of their papers we have counts for
3 papers · 2 filters
When Every Token Counts: Optimal Segmentation for Low-Resource Language Models
Bharath Raj, Garvit Suri, Vikrant Dewangan +1
Traditional greedy tokenization methods have been a critical step in Natural Language Processing (NLP), influencing how text is converted into tokens and directly impacting model p…
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…
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…