6 citations · 19 across the 22 of their papers we have counts for
6 papers · 1 filter
Transducer-Llama: Integrating LLMs into Streamable Transducer-based Speech Recognition
Keqi Deng, Jinxi Guo, Yingyi Ma +4
While large language models (LLMs) have been applied to automatic speech recognition (ASR), the task of making the model streamable remains a challenge. This paper proposes a novel…
Transcribing and Translating, Fast and Slow: Joint Speech Translation and Recognition
Niko Moritz, Ruiming Xie, Yashesh Gaur +5
We propose the joint speech translation and recognition (JSTAR) model that leverages the fast-slow cascaded encoder architecture for simultaneous end-to-end automatic speech recogn…
Textless Streaming Speech-to-Speech Translation using Semantic Speech Tokens
Jinzheng Zhao, Niko Moritz, Egor Lakomkin +7
Cascaded speech-to-speech translation systems often suffer from the error accumulation problem and high latency, which is a result of cascaded modules whose inference delays accumu…
M-BEST-RQ: A Multi-Channel Speech Foundation Model for Smart Glasses
Yufeng Yang, Desh Raj, Ju Lin +8
The growing popularity of multi-channel wearable devices, such as smart glasses, has led to a surge of applications such as targeted speech recognition and enhanced hearing. Howeve…
Effective internal language model training and fusion for factorized transducer model
Jinxi Guo, Niko Moritz, Yingyi Ma +6
The internal language model (ILM) of the neural transducer has been widely studied. In most prior work, it is mainly used for estimating the ILM score and is subsequently subtracte…
AGADIR: Towards Array-Geometry Agnostic Directional Speech Recognition
Ju Lin, Niko Moritz, Yiteng Huang +4
Wearable devices like smart glasses are approaching the compute capability to seamlessly generate real-time closed captions for live conversations. We build on our recently introdu…