116 citations · 153 across the 15 of their papers we have counts for
3 papers · 1 filter
USM RNN-T model weights binarization
Oleg Rybakov, Dmitriy Serdyuk, Chengjian Zheng
Large-scale universal speech models (USM) are already used in production. However, as the model size grows, the serving cost grows too. Serving cost of large models is dominated by…
SimulTron: On-Device Simultaneous Speech to Speech Translation
Alex Agranovich, Eliya Nachmani, Oleg Rybakov +5
Simultaneous speech-to-speech translation (S2ST) holds the promise of breaking down communication barriers and enabling fluid conversations across languages. However, achieving acc…
USM-Lite: Quantization and Sparsity Aware Fine-tuning for Speech Recognition with Universal Speech Models
Shaojin Ding, David Qiu, David Rim +10
End-to-end automatic speech recognition (ASR) models have seen revolutionary quality gains with the recent development of large-scale universal speech models (USM). However, deploy…