2 papers
cs.SD2024
LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation
Shaojun Li, Hengchao Shang, Daimeng Wei +5
Recent advancements in integrating speech information into large language models (LLMs) have significantly improved automatic speech recognition (ASR) accuracy. However, existing m…
cs.SD2024
Speaker-Smoothed kNN Speaker Adaptation for End-to-End ASR
Shaojun Li, Daimeng Wei, Hengchao Shang +7
Despite recent improvements in End-to-End Automatic Speech Recognition (E2E ASR) systems, the performance can degrade due to vocal characteristic mismatches between training and te…