Mangui Liang

TST: Time-Sparse Transducer for Automatic Speech Recognition

2023 · arXiv (Cornell University)

End-to-end model, especially Recurrent Neural Network Transducer (RNN-T), has achieved great success in speech recognition. However, transducer requires a great memory footprint and computing time when processing a long decoding sequence. To solve this problem, …