Wei Zhou

According to our database, Wei Zhou authored at least 20 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Dynamic Encoder Size Based on Data-Driven Layer-wise Pruning for Speech Recognition.

Jingjing Xu, Wei Zhou, Zijian Yang, Eugen Beck, Ralf Schlüter

CoRR, 2024

On the Relation Between Internal Language Model and Sequence Discriminative Training for Neural Transducers.

Zijian Yang, Wei Zhou, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

RASR2: The RWTH ASR Toolkit for Generic Sequence-to-sequence Speech Recognition.

Wei Zhou, Eugen Beck, Simon Berger, Ralf Schlüter, Hermann Ney

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Enhancing and Adversarial: Improve ASR with Speaker Labels.

Wei Zhou, Haotian Wu, Jingjing Xu, Mohammad Zeineldeen, Christoph Lüscher, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE International Conference on Acoustics, 2023

Lattice-Free Sequence Discriminative Training for Phoneme-Based Neural Transducers.

Zijian Yang, Wei Zhou, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE International Conference on Acoustics, 2023

Investigating The Effect of Language Models in Sequence Discriminative Training For Neural Transducers.

Zijian Yang, Wei Zhou, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Monotonic Segmental Attention for Automatic Speech Recognition.

Albert Zeyer, Robin Schmitt, Wei Zhou, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

HMM vs. CTC for Automatic Speech Recognition: Comparison Based on Full-Sum Training from Scratch.

Tina Raissi, Wei Zhou, Simon Berger, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Efficient Training of Neural Transducer for Speech Recognition.

Wei Zhou, Wilfried Michel, Ralf Schlüter, Hermann Ney

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

On Language Model Integration for RNN Transducer Based Speech Recognition.

Wei Zhou, Zuoyun Zheng, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Prediction of Listener Perception of Argumentative Speech in a Crowdsourced Dataset Using (Psycho-)Linguistic and Fluency Features.

Yu Qiao, Sourabh Zanwar, Rishab Bhattacharyya, Daniel Wiechmann, Wei Zhou, Elma Kerz, Ralf Schlüter

CoRR, 2021

Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition.

Wei Zhou, Mohammad Zeineldeen, Zuoyun Zheng, Ralf Schlüter, Hermann Ney

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept.

Wei Zhou, Albert Zeyer, André Merboldt, Ralf Schlüter, Hermann Ney

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

The Impact of ASR on the Automatic Analysis of Linguistic Complexity and Sophistication in Spontaneous L2 Speech.

Yu Qiao, Wei Zhou, Elma Kerz, Ralf Schlüter

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Phoneme Based Neural Transducer for Large Vocabulary Speech Recognition.

Wei Zhou, Simon Berger, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Investigations on Phoneme-Based End-To-End Speech Recognition.

Albert Zeyer, Wei Zhou, Thomas Ng, Ralf Schlüter, Hermann Ney

CoRR, 2020

Robust Beam Search for Encoder-Decoder Attention Based Speech Recognition Without Length Bias.

Wei Zhou, Ralf Schlüter, Hermann Ney

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Full-Sum Decoding for Hybrid Hmm Based Speech Recognition Using LSTM Language Model.

Wei Zhou, Ralf Schlüter, Hermann Ney

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

The Rwth Asr System for Ted-Lium Release 2: Improving Hybrid Hmm With Specaugment.

Wei Zhou, Wilfried Michel, Kazuki Irie, Markus Kitza, Ralf Schlüter, Hermann Ney

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

LSTM Language Models for LVCSR in First-Pass Decoding and Lattice-Rescoring.

Eugen Beck, Wei Zhou, Ralf Schlüter, Hermann Ney

CoRR, 2019