Niko Moritz

69 papers A* 1A 12C 2Misc 18Journal 30Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
GSRM: Generative Speech Reward Model for Speech RLHF.
CoRR
Maohao Shen, Tejas Jayashankar, Osama Hanna, Naoyuki Kanda, Yancheng Wang, Katerina Zmolíková, Ruiming Xie, Niko Moritz, Anfeng Xu, Yashesh Gaur, Gregory W. Wornell, Qing He, Jilong Wu
2025 Misc conf
Directional Source Separation for Robust Speech Recognition on Smart Glasses.
ICASSP
Tiantian Feng, Ju Lin, Yiteng Huang, Weipeng He, Kaustubh Kalgaonkar, Niko Moritz, Li Wan, Xin Lei, Ming Sun, Frank Seide
2025 Misc conf
M-BEST-RQ: A Multi-Channel Speech Foundation Model for Smart Glasses.
ICASSP
Yufeng Yang, Desh Raj, Ju Lin, Niko Moritz, Junteng Jia, Gil Keren, Egor Lakomkin, Yiteng Huang, Jacob Donley, Jay Mahadeokar, Ozlem Kalinli
2025 J jnl
Non-Monotonic Attention-based Read/Write Policy Learning for Simultaneous Translation.
CoRR
Zeeshan Ahmed, Frank Seide, Zhe Liu, Rastislav Rabatin, Jáchym Kolár, Niko Moritz, Ruiming Xie, Simone Merello, Christian Fuegen
2025 J jnl
Overcoming Latency Bottlenecks in On-Device Speech Translation: A Cascaded Approach with Alignment-Based Streaming MT.
CoRR
Zeeshan Ahmed, Frank Seide, Niko Moritz, Ju Lin, Ruiming Xie, Simone Merello, Zhe Liu, Christian Fuegen
2025 Misc conf
Textless Streaming Speech-to-Speech Translation using Semantic Speech Tokens.
ICASSP
Jinzheng Zhao, Niko Moritz, Egor Lakomkin, Ruiming Xie, Zhiping Xiu, Katerina Zmolíková, Zeeshan Ahmed, Yashesh Gaur, Duc Le, Christian Fuegen
2025 Misc conf
Transcribing and Translating, Fast and Slow: Joint Speech Translation and Recognition.
ICASSP
Niko Moritz, Ruiming Xie, Yashesh Gaur, Ke Li, Simone Merello, Zeeshan Ahmed, Frank Seide, Christian Fuegen
2025 Misc conf
Transducer-Llama: Integrating LLMs into Streamable Transducer-based Speech Recognition.
ICASSP
Keqi Deng, Jinxi Guo, Yingyi Ma, Niko Moritz, Philip C. Woodland, Ozlem Kalinli, Mike Seltzer
2024 Misc conf
AGADIR: Towards Array-Geometry Agnostic Directional Speech Recognition.
ICASSP
Ju Lin, Niko Moritz, Yiteng Huang, Ruiming Xie, Ming Sun, Christian Fuegen, Frank Seide
2024 J jnl
AGADIR: Towards Array-Geometry Agnostic Directional Speech Recognition.
CoRR
Ju Lin, Niko Moritz, Yiteng Huang, Ruiming Xie, Ming Sun, Christian Fuegen, Frank Seide
2024 Misc conf
Effective Internal Language Model Training and Fusion for Factorized Transducer Model.
ICASSP
Jinxi Guo, Niko Moritz, Yingyi Ma, Frank Seide, Chunyang Wu, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
2024 J jnl
Effective internal language model training and fusion for factorized transducer model.
CoRR
Jinxi Guo, Niko Moritz, Yingyi Ma, Frank Seide, Chunyang Wu, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
2024 J jnl
M-BEST-RQ: A Multi-Channel Speech Foundation Model for Smart Glasses.
CoRR
Yufeng Yang, Desh Raj, Ju Lin, Niko Moritz, Junteng Jia, Gil Keren, Egor Lakomkin, Yiteng Huang, Jacob Donley, Jay Mahadeokar, Ozlem Kalinli
2024 J jnl
Transcribing and Translating, Fast and Slow: Joint Speech Translation and Recognition.
CoRR
Niko Moritz, Ruiming Xie, Yashesh Gaur, Ke Li, Simone Merello, Zeeshan Ahmed, Frank Seide, Christian Fuegen
2024 J jnl
Transducer-Llama: Integrating LLMs into Streamable Transducer-based Speech Recognition.
CoRR
Keqi Deng, Jinxi Guo, Yingyi Ma, Niko Moritz, Philip C. Woodland, Ozlem Kalinli, Mike Seltzer
2023 Misc conf
Anchored Speech Recognition with Neural Transducers.
ICASSP
Desh Raj, Junteng Jia, Jay Mahadeokar, Chunyang Wu, Niko Moritz, Xiaohui Zhang, Ozlem Kalinli
2023 J jnl
Directional Source Separation for Robust Speech Recognition on Smart Glasses.
CoRR
Tiantian Feng, Ju Lin, Yiteng Huang, Weipeng He, Kaustubh Kalgaonkar, Niko Moritz, Li Wan, Xin Lei, Ming Sun, Frank Seide
2023 A conf
Directional Speech Recognition for Speaker Disambiguation and Cross-talk Suppression.
INTERSPEECH
Ju Lin, Niko Moritz, Ruiming Xie, Kaustubh Kalgaonkar, Christian Fuegen, Frank Seide
2023 A conf
Streaming Audio-Visual Speech Recognition with Alignment Regularization.
INTERSPEECH
Pingchuan Ma, Niko Moritz, Stavros Petridis, Christian Fuegen, Maja Pantic
2023 J jnl
SynthVSR: Scaling Up Visual Speech Recognition With Synthetic Supervision.
CoRR
Xubo Liu, Egor Lakomkin, Konstantinos Vougioukas, Pingchuan Ma, Honglie Chen, Ruiming Xie, Morrie Doulaty, Niko Moritz, Jáchym Kolár, Stavros Petridis, Maja Pantic, Christian Fuegen
2023 A* conf
SynthVSR: Scaling Up Visual Speech RecognitionWith Synthetic Supervision.
CVPR
Xubo Liu, Egor Lakomkin, Konstantinos Vougioukas, Pingchuan Ma, Honglie Chen, Ruiming Xie, Morrie Doulaty, Niko Moritz, Jáchym Kolár, Stavros Petridis, Maja Pantic, Christian Fuegen
2022 Misc conf
Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy.
ICASSP
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
2022 — conf
An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition.
SLT
Niko Moritz, Frank Seide, Duc Le, Jay Mahadeokar, Christian Fuegen
2022 J jnl
An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition.
CoRR
Niko Moritz, Frank Seide, Duc Le, Jay Mahadeokar, Christian Fuegen
2022 J jnl
Anchored Speech Recognition with Neural Transducers.
CoRR
Desh Raj, Junteng Jia, Jay Mahadeokar, Chunyang Wu, Niko Moritz, Xiaohui Zhang, Ozlem Kalinli
2022 Misc conf
Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR.
ICASSP
Xuankai Chang, Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux
2022 J jnl
Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR.
CoRR
Xuankai Chang, Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux
2022 J jnl
Momentum Pseudo-Labeling: Semi-Supervised ASR With Continuously Improving Pseudo-Labels.
IEEE J. Sel. Top. Signal Process.
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
2022 Misc conf
Sequence Transduction with Graph-Based Supervision.
ICASSP
Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux
2022 J jnl
Streaming Audio-Visual Speech Recognition with Alignment Regularization.
CoRR
Pingchuan Ma, Niko Moritz, Stavros Petridis, Christian Fuegen, Maja Pantic
2021 A conf
Advanced Long-Context End-to-End Speech Recognition Using Context-Expanded Transformers.
Interspeech
Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux
2021 J jnl
Advanced Long-context End-to-end Speech Recognition Using Context-expanded Transformers.
CoRR
Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux
2021 J jnl
Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy.
CoRR
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
2021 Misc conf
Capturing Multi-Resolution Context by Dilated Self-Attention.
ICASSP
Niko Moritz, Takaaki Hori, Jonathan Le Roux
2021 J jnl
Capturing Multi-Resolution Context by Dilated Self-Attention.
CoRR
Niko Moritz, Takaaki Hori, Jonathan Le Roux
2021 A conf
Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition.
Interspeech
Niko Moritz, Takaaki Hori, Jonathan Le Roux
2021 J jnl
Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition.
CoRR
Niko Moritz, Takaaki Hori, Jonathan Le Roux
2021 A conf
Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition.
Interspeech
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
2021 J jnl
Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition.
CoRR
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
2021 Misc conf
Semi-Supervised Speech Recognition Via Graph-Based Temporal Classification.
ICASSP
Niko Moritz, Takaaki Hori, Jonathan Le Roux
2021 J jnl
Sequence Transduction with Graph-based Supervision.
CoRR
Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux
2021 Misc conf
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training.
ICASSP
Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux
2020 A conf
All-in-One Transformer: Unifying Speech Recognition, Audio Tagging, and Event Detection.
INTERSPEECH
Niko Moritz, Gordon Wichern, Takaaki Hori, Jonathan Le Roux
2020 J jnl
Semi-Supervised Speech Recognition via Graph-based Temporal Classification.
CoRR
Niko Moritz, Takaaki Hori, Jonathan Le Roux
2020 Misc conf
Streaming Automatic Speech Recognition with the Transformer Model.
ICASSP
Niko Moritz, Takaaki Hori, Jonathan Le Roux
2020 J jnl
Streaming automatic speech recognition with the transformer model.
CoRR
Niko Moritz, Takaaki Hori, Jonathan Le Roux
2020 A conf
Transformer-Based Long-Context End-to-End Speech Recognition.
INTERSPEECH
Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux
2020 J jnl
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training.
CoRR
Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux
2020 Misc conf
Unsupervised Speaker Adaptation Using Attention-Based Speaker Memory for End-to-End ASR.
ICASSP
Leda Sari, Niko Moritz, Takaaki Hori, Jonathan Le Roux
2020 J jnl
Unsupervised Speaker Adaptation using Attention-based Speaker Memory for End-to-End ASR.
CoRR
Leda Sari, Niko Moritz, Takaaki Hori, Jonathan Le Roux
2019 C conf
Streaming End-to-End Speech Recognition with Joint CTC-Attention Based Models.
ASRU
Niko Moritz, Takaaki Hori, Jonathan Le Roux
2019 Misc conf
Triggered Attention for End-to-end Speech Recognition.
ICASSP
Niko Moritz, Takaaki Hori, Jonathan Le Roux
2019 A conf
Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition.
INTERSPEECH
Niko Moritz, Takaaki Hori, Jonathan Le Roux
2019 A conf
Vectorized Beam Search for CTC-Attention-Based Speech Recognition.
INTERSPEECH
Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Niko Moritz, Jonathan Le Roux
2018 — conf
Objective Assessment of a Speech Enhancement Scheme with an Automatic Speech Recognition-Based System.
ITG Symposium on Speech Communication
Rainer Huber, Arne Pusch, Niko Moritz, Jan Rennies, Henning F. Schepker, Bernd T. Meyer
2017 J jnl
Classifier Architectures for Acoustic Scenes and Events: Implications for DNNs, TDNNs, and Perceptual Features from DCASE 2016.
IEEE ACM Trans. Audio Speech Lang. Process.
Jens Schröder, Niko Moritz, Jörn Anemüller, Stefan Goetze, Birger Kollmeier
2017 J jnl
Multi-Channel Speech Enhancement and Amplitude Modulation Analysis for Noise Robust Automatic Speech Recognition.
Comput. Speech Lang.
Niko Moritz, Kamil Adiloglu, Jörn Anemüller, Stefan Goetze, Birger Kollmeier
2016 — conf
Acoustic Scene Classification using Time-Delay Neural Networks and Amplitude Modulation Filter Bank Features.
DCASE
Niko Moritz, Jens Schröder, Stefan Goetze, Jörn Anemüller, Birger Kollmeier
2016 J jnl
Integration of Optimized Modulation Filter Sets Into Deep Neural Networks for Automatic Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process.
Niko Moritz, Birger Kollmeier, Jörn Anemüller
2016 A conf
Probabilistic Spatial Filter Estimation for Signal Enhancement in Multi-Channel Automatic Speech Recognition.
INTERSPEECH
Hendrik Kayser, Niko Moritz, Jörn Anemüller
2015 C conf
A CHiME-3 challenge system: Long-term acoustic features for noise robust automatic speech recognition.
ASRU
Niko Moritz, Stephan Gerlach, Kamil Adiloglu, Jörn Anemüller, Birger Kollmeier, Stefan Goetze
2015 J jnl
An Auditory Inspired Amplitude Modulation Filter Bank for Robust Feature Extraction in Automatic Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process.
Niko Moritz, Jörn Anemüller, Birger Kollmeier
2015 J jnl
Front-end technologies for robust ASR in reverberant environments - spectral enhancement-based dereverberation and auditory modulation filterbank features.
EURASIP J. Adv. Signal Process.
Feifei Xiong, Bernd T. Meyer, Niko Moritz, Robert Rehr, Jörn Anemüller, Timo Gerkmann, Simon Doclo, Stefan Goetze
2014 A conf
Should deep neural nets have ears? the role of auditory features in deep learning approaches.
INTERSPEECH
Angel Mario Castro Martinez, Niko Moritz, Bernd T. Meyer
2013 — conf
Analysis of Trabecular Bone Microstructure Using Contour Tree Connectivity.
MICCAI (2)
Dogu Baran Aydogan, Niko Moritz, Hannu T. Aro, Jari A. K. Hyttinen
2013 — conf
On the use of spectro-temporal features for the IEEE AASP challenge 'detection and classification of acoustic scenes and events'.
WASPAA
Jens Schröder, Niko Moritz, Marc René Schädler, Benjamin Cauchi, Kamil Adiloglu, Jörn Anemüller, Simon Doclo, Birger Kollmeier, Stefan Goetze
2012 A conf
Amplitude Modulation Filters as Feature Sets for Robust ASR: Constant Absolute or Relative Bandwidth?
INTERSPEECH
Niko Moritz, Jörn Anemüller, Birger Kollmeier
2012 — conf
Multimodal Human-Machine Interaction for Service Robots in Home-Care Environments.
SMIAE@ACL
Stefan Goetze, Sven Fischer, Niko Moritz, Jens-E. Appell, Frank Wallhoff
2011 Misc conf
Amplitude modulation spectrogram based features for robust speech recognition in noisy and reverberant environments.
ICASSP
Niko Moritz, Jörn Anemüller, Birger Kollmeier