Yuang Li

Accelerating Transducers through Adjacent Token Merging

2023 · arXiv (Cornell University)

Recent end-to-end automatic speech recognition (ASR) systems often utilize a Transformer-based acoustic encoder that generates embedding at a high frame rate. However, this design is inefficient, particularly for long speech signals due to the quadratic …