Albert Zeyer

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 49

Top Topics

Speech Recognition

Acoustic Models

Top Venues

Publications

Mohammad Zeineldeen, Albert Zeyer, Ralf Schlüter, Hermann Ney
Chunked Attention-Based Encoder-Decoder Model for Streaming Speech Recognition. ICASSP (2024)
Mohammad Zeineldeen, Albert Zeyer, Ralf Schlüter, Hermann Ney
Chunked Attention-based Encoder-Decoder Model for Streaming Speech Recognition. CoRR (2023)
Michael Gansen, Jie Lou, Florian Freye, Tobias Gemmeke, Farhad Merchant, Albert Zeyer, Mohammad Zeineldeen, Ralf Schlüter, Xin Fan
Discrete Steps towards Approximate Computing. ISQED (2022)
Albert Zeyer, Robin Schmitt, Wei Zhou, Ralf Schlüter, Hermann Ney
Monotonic Segmental Attention for Automatic Speech Recognition. SLT (2022)
Albert Zeyer, Robin Schmitt, Wei Zhou, Ralf Schlüter, Hermann Ney
Monotonic segmental attention for automatic speech recognition. CoRR (2022)
Albert Zeyer, Ralf Schlüter, Hermann Ney
A study of latent monotonic attention variants. CoRR (2021)
Wei Zhou, Albert Zeyer, André Merboldt, Ralf Schlüter, Hermann Ney
Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept. Interspeech (2021)
Wei Zhou, Albert Zeyer, André Merboldt, Ralf Schlüter, Hermann Ney
Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept. CoRR (2021)
Mohammad Zeineldeen, Aleksandr Glushko, Wilfried Michel, Albert Zeyer, Ralf Schlüter, Hermann Ney
Investigating Methods to Improve Language Model Integration for Attention-Based Encoder-Decoder ASR Models. Interspeech (2021)
Mohammad Zeineldeen, Aleksandr Glushko, Wilfried Michel, Albert Zeyer, Ralf Schlüter, Hermann Ney
Investigating Methods to Improve Language Model Integration for Attention-based Encoder-Decoder ASR Models. CoRR (2021)
Albert Zeyer, Ralf Schlüter, Hermann Ney
Why does CTC result in peaky behavior? CoRR (2021)
Albert Zeyer, André Merboldt, Wilfried Michel, Ralf Schlüter, Hermann Ney
Librispeech Transducer Model with Internal Language Model Prior Correction. CoRR (2021)
Albert Zeyer, André Merboldt, Wilfried Michel, Ralf Schlüter, Hermann Ney
Librispeech Transducer Model with Internal Language Model Prior Correction. Interspeech (2021)
Mohammad Zeineldeen, Albert Zeyer, Ralf Schlüter, Hermann Ney
Layer-Normalized LSTM for Hybrid-Hmm and End-To-End ASR. ICASSP (2020)
Albert Zeyer, André Merboldt, Ralf Schlüter, Hermann Ney
A New Training Pipeline for an Improved Neural Transducer. INTERSPEECH (2020)
Albert Zeyer, André Merboldt, Ralf Schlüter, Hermann Ney
A New Training Pipeline for an Improved Neural Transducer. CoRR (2020)
Albert Zeyer, Wei Zhou, Thomas Ng, Ralf Schlüter, Hermann Ney
Investigations on Phoneme-Based End-To-End Speech Recognition. CoRR (2020)
Vitalii Bozheniuk, Albert Zeyer, Ralf Schlüter, Hermann Ney
A Comprehensive Study of Residual CNNS for Acoustic Modeling in ASR. ICASSP (2020)
Parnia Bahar, Nikita Makarov, Albert Zeyer, Ralf Schlüter, Hermann Ney
Exploring A Zero-Order Direct Hmm Based on Latent Attention for Automatic Speech Recognition. ICASSP (2020)
Nick Rossenbach, Albert Zeyer, Ralf Schlüter, Hermann Ney
Generating Synthetic Audio Data for Attention-Based Speech Recognition Systems. ICASSP (2020)
Christoph Lüscher, Eugen Beck, Kazuki Irie, Markus Kitza, Wilfried Michel, Albert Zeyer, Ralf Schlüter, Hermann Ney
RWTH ASR Systems for LibriSpeech: Hybrid vs Attention - w/o Data Augmentation. CoRR (2019)
Nick Rossenbach, Albert Zeyer, Ralf Schlüter, Hermann Ney
Generating Synthetic Audio Data for Attention-Based Speech Recognition Systems. CoRR (2019)
Albert Zeyer, Parnia Bahar, Kazuki Irie, Ralf Schlüter, Hermann Ney
A Comparison of Transformer and LSTM Encoder Decoder Models for ASR. ASRU (2019)
Parnia Bahar, Albert Zeyer, Ralf Schlüter, Hermann Ney
On Using 2D Sequence-to-sequence Models for Speech Recognition. ICASSP (2019)
Kazuki Irie, Albert Zeyer, Ralf Schlüter, Hermann Ney
Language Modeling with Deep Transformers. CoRR (2019)
André Merboldt, Albert Zeyer, Ralf Schlüter, Hermann Ney
An Analysis of Local Monotonic Attention Variants. INTERSPEECH (2019)
Parnia Bahar, Albert Zeyer, Ralf Schlüter, Hermann Ney
On Using SpecAugment for End-to-End Speech Translation. IWSLT (2019)
Kazuki Irie, Albert Zeyer, Ralf Schlüter, Hermann Ney
Language Modeling with Deep Transformers. INTERSPEECH (2019)
Muhammad Ali Tahir, Heyun Huang, Albert Zeyer, Ralf Schlüter, Hermann Ney
Training of reduced-rank linear transformations for multi-layer polynomial acoustic features for speech recognition. Speech Commun. 110 (2019)
Christoph Lüscher, Eugen Beck, Kazuki Irie, Markus Kitza, Wilfried Michel, Albert Zeyer, Ralf Schlüter, Hermann Ney
RWTH ASR Systems for LibriSpeech: Hybrid vs Attention. INTERSPEECH (2019)
Parnia Bahar, Albert Zeyer, Ralf Schlüter, Hermann Ney
On Using SpecAugment for End-to-End Speech Translation. CoRR (2019)
Parnia Bahar, Albert Zeyer, Ralf Schlüter, Hermann Ney
On using 2D sequence-to-sequence models for speech recognition. CoRR (2019)
Kazuki Irie, Albert Zeyer, Ralf Schlüter, Hermann Ney
Training Language Models for Long-Span Cross-Sentence Evaluation. ASRU (2019)
Albert Zeyer, Kazuki Irie, Ralf Schlüter, Hermann Ney
Improved training of end-to-end attention models for speech recognition. CoRR (2018)
Albert Zeyer, Tamer Alkhouli, Hermann Ney
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition. ACL (4) (2018)
Evgeny Matusov, Patrick Wilken, Parnia Bahar, Julian Schamper, Pavel Golik, Albert Zeyer, Joan Albert Silvestre-Cerdà, Adria A. Martinez-Villaronga, Hendrik Pesch, Jan-Thorsten Peter
Neural Speech Translation at AppTek. IWSLT (2018)
Eugen Beck, Albert Zeyer, Patrick Doetsch, André Merboldt, Ralf Schlüter, Hermann Ney
Sequence Modeling and Alignment for LVCSR-Systems. ITG Symposium on Speech Communication (2018)
Albert Zeyer, Tamer Alkhouli, Hermann Ney
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition. CoRR (2018)
Albert Zeyer, Kazuki Irie, Ralf Schlüter, Hermann Ney
Improved Training of End-to-end Attention Models for Speech Recognition. INTERSPEECH (2018)
Albert Zeyer, Eugen Beck, Ralf Schlüter, Hermann Ney
CTC in the Context of Generalized Full-Sum HMM Training. INTERSPEECH (2017)
Albert Zeyer, Patrick Doetsch, Paul Voigtlaender, Ralf Schlüter, Hermann Ney
A comprehensive study of deep bidirectional LSTM RNNS for acoustic modeling in speech recognition. ICASSP (2017)
Patrick Doetsch, Albert Zeyer, Paul Voigtlaender, Ilia Kulikov, Ralf Schlüter, Hermann Ney
Returnn: The RWTH extensible training framework for universal recurrent neural networks. ICASSP (2017)
Albert Zeyer, Ilia Kulikov, Ralf Schlüter, Hermann Ney
Faster sequence training. ICASSP (2017)
Albert Zeyer, Ralf Schlüter, Hermann Ney
Towards Online-Recognition with Deep Bidirectional LSTM Acoustic Models. INTERSPEECH (2016)
Patrick Doetsch, Albert Zeyer, Hermann Ney
Bidirectional Decoder Networks for Attention-Based End-to-End Offline Handwriting Recognition. ICFHR (2016)
Markus Kitza, Albert Zeyer, Ralf Schlüter, Jahn Heymann, Reinhold Haeb-Umbach
Robust Online Multi-Channel Speech Recognition. ITG Symposium on Speech Communication (2016)
Albert Zeyer, Patrick Doetsch, Paul Voigtlaender, Ralf Schlüter, Hermann Ney
A Comprehensive Study of Deep Bidirectional LSTM RNNs for Acoustic Modeling in Speech Recognition. CoRR (2016)
Patrick Doetsch, Albert Zeyer, Paul Voigtlaender, Ilya Kulikov, Ralf Schlüter, Hermann Ney
RETURNN: The RWTH Extensible Training framework for Universal Recurrent Neural Networks. CoRR (2016)
Ralf Schlüter, Patrick Doetsch, Pavel Golik, Markus Kitza, Tobias Menne, Kazuki Irie, Zoltán Tüske, Albert Zeyer
Automatic Speech Recognition Based on Neural Networks. SPECOM (2016)