3 papers
cs.CL2025
StreamUni: Achieving Streaming Speech Translation with a Unified Large Speech-Language Model
Shoutao Guo, Xiang Li, Mengge Liu +2
Streaming speech translation (StreamST) requires determining appropriate timing, known as policy, to generate translations while continuously receiving source speech inputs, balanc…
eess.AS2024
Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition
Ye Bai, Jingping Chen, Jitong Chen +52
Modern automatic speech recognition (ASR) model is required to accurately transcribe diverse speech signals (from different domains, languages, accents, etc) given the specific con…
cs.LG2024
decoupleQ: Towards 2-bit Post-Training Uniform Quantization via decoupling Parameters into Integer and Floating Points
Yi Guo, Fanliu Kong, Xiaoyang Li +6
Quantization emerges as one of the most promising compression technologies for deploying efficient large models for various real time application in recent years. Considering that…