2025
Speech Retrieval-Augmented Generation without Automatic Speech Recognition
ICASSP 2025accepted
One common approach for question answering over speech data is to first transcribe speech using automatic speech recognition (ASR) and then employ text-based retrieval-augmented generation (RAG) on the transcriptions. While this cascaded pipeline has proven effective in many practical settings, ASR…