3 papers
cs.SD2024
Efficient Streaming LLM for Speech Recognition
Junteng Jia, Gil Keren, Wei Zhou +6
Recent works have shown that prompting large language models with audio encodings can unlock speech recognition capabilities. However, existing techniques do not scale efficiently,…
eess.AS2024
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…
eess.AS2024
Faster Speech-LLaMA Inference with Multi-token Prediction
Desh Raj, Gil Keren, Junteng Jia +2
Large language models (LLMs) have become proficient at solving a wide variety of tasks, including those involving multi-modal inputs. In particular, instantiating an LLM (such as L…