Robust Online Multi-Channel Speech Recognition. - Markus Kitza; Albert Zeyer; Ralf Schlüter; Jahn Heymann; Reinhold Haeb-Umbach (ITG Symposium on Speech Communication, 2016)

Bidirectional Decoder Networks for Attention-Based End-to-End Offline Handwriting Recognition. - Patrick Doetsch; Albert Zeyer; Hermann Ney (ICFHR, 2016)

Towards Online-Recognition with Deep Bidirectional LSTM Acoustic Models. - Albert Zeyer; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2016)

Automatic Speech Recognition Based on Neural Networks. - Ralf Schlüter; Patrick Doetsch; Pavel Golik; Markus Kitza; Tobias Menne; Kazuki Irie; Zoltán Tüske; Albert Zeyer (SPECOM, 2016)

Returnn: The RWTH extensible training framework for universal recurrent neural networks. - Patrick Doetsch; Albert Zeyer; Paul Voigtlaender; Ilia Kulikov; Ralf Schlüter; Hermann Ney (ICASSP, 2017)

A comprehensive study of deep bidirectional LSTM RNNS for acoustic modeling in speech recognition. - Albert Zeyer; Patrick Doetsch; Paul Voigtlaender; Ralf Schlüter; Hermann Ney (ICASSP, 2017)

Faster sequence training. - Albert Zeyer; Ilia Kulikov; Ralf Schlüter; Hermann Ney (ICASSP, 2017)

CTC in the Context of Generalized Full-Sum HMM Training. - Albert Zeyer; Eugen Beck; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2017)

Sequence Modeling and Alignment for LVCSR-Systems. - Eugen Beck; Albert Zeyer; Patrick Doetsch; André Merboldt; Ralf Schlüter; Hermann Ney (ITG Symposium on Speech Communication, 2018)

RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition. - Albert Zeyer; Tamer Alkhouli; Hermann Ney (ACL (4), 2018)

Improved Training of End-to-end Attention Models for Speech Recognition. - Albert Zeyer; Kazuki Irie; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2018)

Neural Speech Translation at AppTek. - 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 (IWSLT, 2018)

Training Language Models for Long-Span Cross-Sentence Evaluation. - Kazuki Irie; Albert Zeyer; Ralf Schlüter; Hermann Ney (ASRU, 2019)

A Comparison of Transformer and LSTM Encoder Decoder Models for ASR. - Albert Zeyer; Parnia Bahar; Kazuki Irie; Ralf Schlüter; Hermann Ney (ASRU, 2019)

On Using 2D Sequence-to-sequence Models for Speech Recognition. - Parnia Bahar; Albert Zeyer; Ralf Schlüter; Hermann Ney (ICASSP, 2019)

Language Modeling with Deep Transformers. - Kazuki Irie; Albert Zeyer; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2019)

RWTH ASR Systems for LibriSpeech: Hybrid vs Attention. - Christoph Lüscher; Eugen Beck; Kazuki Irie; Markus Kitza; Wilfried Michel; Albert Zeyer; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2019)

An Analysis of Local Monotonic Attention Variants. - André Merboldt; Albert Zeyer; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2019)

On Using SpecAugment for End-to-End Speech Translation. - Parnia Bahar; Albert Zeyer; Ralf Schlüter; Hermann Ney (IWSLT, 2019)

RWTH ASR Systems for LibriSpeech: Hybrid vs Attention - w/o Data Augmentation. - Christoph Lüscher; Eugen Beck; Kazuki Irie; Markus Kitza; Wilfried Michel; Albert Zeyer; Ralf Schlüter; Hermann Ney (CoRR, 2019)

Training of reduced-rank linear transformations for multi-layer polynomial acoustic features for speech recognition. - Muhammad Ali Tahir; Heyun Huang; Albert Zeyer; Ralf Schlüter; Hermann Ney (Speech Commun., 2019)

Exploring A Zero-Order Direct Hmm Based on Latent Attention for Automatic Speech Recognition. - Parnia Bahar; Nikita Makarov; Albert Zeyer; Ralf Schlüter; Hermann Ney (ICASSP, 2020)

A Comprehensive Study of Residual CNNS for Acoustic Modeling in ASR. - Vitalii Bozheniuk; Albert Zeyer; Ralf Schlüter; Hermann Ney (ICASSP, 2020)

Generating Synthetic Audio Data for Attention-Based Speech Recognition Systems. - Nick Rossenbach; Albert Zeyer; Ralf Schlüter; Hermann Ney (ICASSP, 2020)

Layer-Normalized LSTM for Hybrid-Hmm and End-To-End ASR. - Mohammad Zeineldeen; Albert Zeyer; Ralf Schlüter; Hermann Ney (ICASSP, 2020)

A New Training Pipeline for an Improved Neural Transducer. - Albert Zeyer; André Merboldt; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2020)

Investigations on Phoneme-Based End-To-End Speech Recognition. - Albert Zeyer; Wei Zhou 043; Thomas Ng; Ralf Schlüter; Hermann Ney (CoRR, 2020)

Investigating Methods to Improve Language Model Integration for Attention-Based Encoder-Decoder ASR Models. - Mohammad Zeineldeen; Aleksandr Glushko; Wilfried Michel; Albert Zeyer; Ralf Schlüter; Hermann Ney (Interspeech, 2021)

Librispeech Transducer Model with Internal Language Model Prior Correction. - Albert Zeyer; André Merboldt; Wilfried Michel; Ralf Schlüter; Hermann Ney (Interspeech, 2021)

Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept. - Wei Zhou 043; Albert Zeyer; André Merboldt; Ralf Schlüter; Hermann Ney (Interspeech, 2021)

A study of latent monotonic attention variants. - Albert Zeyer; Ralf Schlüter; Hermann Ney (CoRR, 2021)

Why does CTC result in peaky behavior? - Albert Zeyer; Ralf Schlüter; Hermann Ney (CoRR, 2021)

Discrete Steps towards Approximate Computing. - Michael Gansen; Jie Lou; Florian Freye; Tobias Gemmeke; Farhad Merchant; Albert Zeyer; Mohammad Zeineldeen; Ralf Schlüter; Xin Fan 002 (ISQED, 2022)

Monotonic Segmental Attention for Automatic Speech Recognition. - Albert Zeyer; Robin Schmitt; Wei Zhou 043; Ralf Schlüter; Hermann Ney (SLT, 2022)

Neural network based modeling and architectures for automatic speech recognition and machine translation. - Albert Zeyer (2022)

Chunked Attention-Based Encoder-Decoder Model for Streaming Speech Recognition. - Mohammad Zeineldeen; Albert Zeyer; Ralf Schlüter; Hermann Ney (ICASSP, 2024)

The Conformer Encoder May Reverse the Time Dimension. - Robin Schmitt; Albert Zeyer; Mohammad Zeineldeen; Ralf Schlüter; Hermann Ney (ICASSP, 2025)

Dynamic Acoustic Model Architecture Optimization in Training for ASR. - Jingjing Xu 002; Zijian Yang; Albert Zeyer; Eugen Beck; Ralf Schlüter; Hermann Ney (CoRR, 2025)

A Comparative Analysis on ASR System Combination for Attention, CTC, Factored Hybrid, and Transducer Models. - Noureldin Bayoumi; Robin Schmitt; Tina Raissi; Albert Zeyer; Ralf Schlüter; Hermann Ney (CoRR, 2025)