Zero-Shot Language Models Boost Speech Recognition Accuracy
Zero-Shot Language Models boost speech recognition accuracy without extra training. Combines ASR & large language models for improved transcription accuracy & formatting.
This is a Plain English Papers summary of a research paper called Zero-Shot Language Models Boost Speech Recognition Accuracy Without Extra Training. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Integrates instruction-tuned language models into speech recognition Focuses on zero-shot capabilities without additional training Proposes novel framework combining ASR and language models Achieves improved transcription accuracy and formatting Tests multiple instruction methods and prompt strategies Plain English Explanation S...