2 papers
eess.AS2025
Objective Soups: Multilingual Multi-Task Modeling for Speech Processing
A F M Saif, Lisha Chen, Xiaodong Cui +3
Training a single model for multilingual, multi-task speech processing (MSP) is severely hampered by conflicting objectives between tasks like speech recognition and translation. W…
cs.CL2024
Bilevel Joint Unsupervised and Supervised Training for Automatic Speech Recognition
Xiaodong Cui, A F M Saif, Songtao Lu +4
In this paper, we propose a bilevel joint unsupervised and supervised training (BL-JUST) framework for automatic speech recognition. Compared to the conventional pre-training and f…