Albert Zeyer

Orcid: 0000-0002-6655-671X

According to our database¹, Albert Zeyer authored at least 37 papers between 2016 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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PhD thesis

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On csauthors.net:

Bibliography

2024

The Conformer Encoder May Reverse the Time Dimension.

[BibT_eX]

[DOI]

CoRR, 2024

Chunked Attention-Based Encoder-Decoder Model for Streaming Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

2022

Neural network based modeling and architectures for automatic speech recognition and machine translation.

[BibT_eX]

[DOI]

Albert Zeyer

PhD thesis, 2022

Monotonic Segmental Attention for Automatic Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Discrete Steps towards Approximate Computing.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Symposium on Quality Electronic Design, 2022

2021

Why does CTC result in peaky behavior?

[BibT_eX]

[DOI]

Albert Zeyer

Ralf Schlüter

Hermann Ney

CoRR, 2021

A study of latent monotonic attention variants.

[BibT_eX]

[DOI]

Albert Zeyer

Ralf Schlüter

Hermann Ney

CoRR, 2021

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

[BibT_eX]

[DOI]

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

Librispeech Transducer Model with Internal Language Model Prior Correction.

[BibT_eX]

[DOI]

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

Investigating Methods to Improve Language Model Integration for Attention-Based Encoder-Decoder ASR Models.

[BibT_eX]

[DOI]

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

2020

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

[BibT_eX]

[DOI]

CoRR, 2020

A New Training Pipeline for an Improved Neural Transducer.

[BibT_eX]

[DOI]

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

Layer-Normalized LSTM for Hybrid-Hmm and End-To-End ASR.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Generating Synthetic Audio Data for Attention-Based Speech Recognition Systems.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Comprehensive Study of Residual CNNS for Acoustic Modeling in ASR.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Exploring A Zero-Order Direct Hmm Based on Latent Attention for Automatic Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Training of reduced-rank linear transformations for multi-layer polynomial acoustic features for speech recognition.

[BibT_eX]

[DOI]

Speech Commun., 2019

RWTH ASR Systems for LibriSpeech: Hybrid vs Attention - w/o Data Augmentation.

[BibT_eX]

[DOI]

CoRR, 2019

On Using SpecAugment for End-to-End Speech Translation.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Spoken Language Translation, 2019

An Analysis of Local Monotonic Attention Variants.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

RWTH ASR Systems for LibriSpeech: Hybrid vs Attention.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Language Modeling with Deep Transformers.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

On Using 2D Sequence-to-sequence Models for Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

A Comparison of Transformer and LSTM Encoder Decoder Models for ASR.

[BibT_eX]

[DOI]

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Training Language Models for Long-Span Cross-Sentence Evaluation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

Neural Speech Translation at AppTek.

[BibT_eX]

[DOI]

Joan Albert Silvestre-Cerdà

Adria A. Martinez-Villaronga

Hendrik Pesch

Jan-Thorsten Peter

Proceedings of the 15th International Conference on Spoken Language Translation, 2018

Improved Training of End-to-end Attention Models for Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition.

[BibT_eX]

[DOI]

Albert Zeyer

Tamer Alkhouli

Hermann Ney

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

Sequence Modeling and Alignment for LVCSR-Systems.

[BibT_eX]

[DOI]

Proceedings of the 13th ITG Symposium on Speech Communication, 2018

2017

CTC in the Context of Generalized Full-Sum HMM Training.

[BibT_eX]

[DOI]

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Faster sequence training.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

A comprehensive study of deep bidirectional LSTM RNNS for acoustic modeling in speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Returnn: The RWTH extensible training framework for universal recurrent neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Automatic Speech Recognition Based on Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Speech and Computer - 18th International Conference, 2016

Towards Online-Recognition with Deep Bidirectional LSTM Acoustic Models.

[BibT_eX]

[DOI]

Albert Zeyer

Ralf Schlüter

Hermann Ney

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Bidirectional Decoder Networks for Attention-Based End-to-End Offline Handwriting Recognition.

[BibT_eX]

[DOI]

Patrick Doetsch

Albert Zeyer

Hermann Ney

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Robust Online Multi-Channel Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 12th ITG Symposium on Speech Communication, 2016

Albert Zeyer

Timeline

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