2024: Published 'Dynamic Encoder Size Based on Data-Driven Layer-wise Pruning for Speech Recognition' in Interspeech.
2024: Published 'On the Relation between Internal Language Model and Sequence Discriminative Training for Neural Transducers' in ICASSP.
2023: Published multiple papers including 'Investigating the Effect of Language Models in Sequence Discriminative Training for Neural Transducers' and more.
2022: Published multiple papers including 'Efficient Training of Neural Transducer for Speech Recognition' and more.
2021: Published multiple papers including 'Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept' and more.
Education
PhD student at the Machine Learning and Human Language Technology Group of RWTH Aachen University from January 2019 to December 2023.
Background
Research interests include: Sequence-to-sequence modeling, end-to-end ASR, (deep) neural networks, search and decoding, acoustic modeling.
Miscellany
Other links: Google Scholar, LinkedIn, Email: zhou@cs.rwth-aachen.de