Vadim Mazalov

Have Best of Both Worlds: Two-Pass Hybrid and E2E Cascading Framework for Speech Recognition

2022 · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Hybrid and end-to-end (E2E) systems have their individual advantages, with different error patterns in the speech recognition results. By jointly modeling audio and text, the E2E model performs better in matched scenarios and scales well …

Have best of both worlds: two-pass hybrid and E2E cascading framework for speech recognition

2021 · arXiv (Cornell University)

Hybrid and end-to-end (E2E) systems have their individual advantages, with different error patterns in the speech recognition results. By jointly modeling audio and text, the E2E model performs better in matched scenarios and scales well …