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2020 – today
- 2024
[c34]Ju Lin, Niko Moritz, Yiteng Huang, Ruiming Xie, Ming Sun, Christian Fuegen, Frank Seide:
AGADIR: Towards Array-Geometry Agnostic Directional Speech Recognition. ICASSP 2024: 11951-11955- [c33]Jinxi Guo, Niko Moritz, Yingyi Ma, Frank Seide, Chunyang Wu, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer:
Effective Internal Language Model Training and Fusion for Factorized Transducer Model. ICASSP 2024: 12687-12691 - [i19]Ju Lin, Niko Moritz, Yiteng Huang, Ruiming Xie, Ming Sun, Christian Fuegen, Frank Seide:
AGADIR: Towards Array-Geometry Agnostic Directional Speech Recognition. CoRR abs/2401.10411 (2024) - [i18]Jinxi Guo, Niko Moritz, Yingyi Ma, Frank Seide, Chunyang Wu, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer:
Effective internal language model training and fusion for factorized transducer model. CoRR abs/2404.01716 (2024) - [i17]Yufeng Yang, Desh Raj, Ju Lin, Niko Moritz, Junteng Jia, Gil Keren, Egor Lakomkin, Yiteng Huang, Jacob Donley, Jay Mahadeokar, Ozlem Kalinli:
M-BEST-RQ: A Multi-Channel Speech Foundation Model for Smart Glasses. CoRR abs/2409.11494 (2024) - 2023
- [c32]Xubo Liu, Egor Lakomkin, Konstantinos Vougioukas, Pingchuan Ma, Honglie Chen, Ruiming Xie, Morrie Doulaty, Niko Moritz, Jáchym Kolár, Stavros Petridis, Maja Pantic, Christian Fuegen:
SynthVSR: Scaling Up Visual Speech RecognitionWith Synthetic Supervision. CVPR 2023: 18806-18815 - [c31]Desh Raj, Junteng Jia, Jay Mahadeokar, Chunyang Wu, Niko Moritz, Xiaohui Zhang, Ozlem Kalinli:
Anchored Speech Recognition with Neural Transducers. ICASSP 2023: 1-5 - [c30]Pingchuan Ma, Niko Moritz, Stavros Petridis, Christian Fuegen, Maja Pantic:
Streaming Audio-Visual Speech Recognition with Alignment Regularization. INTERSPEECH 2023: 1598-1602 - [c29]Ju Lin, Niko Moritz, Ruiming Xie, Kaustubh Kalgaonkar, Christian Fuegen, Frank Seide:
Directional Speech Recognition for Speaker Disambiguation and Cross-talk Suppression. INTERSPEECH 2023: 3522-3526 - [i16]Xubo Liu, Egor Lakomkin, Konstantinos Vougioukas, Pingchuan Ma, Honglie Chen, Ruiming Xie, Morrie Doulaty, Niko Moritz, Jáchym Kolár, Stavros Petridis, Maja Pantic, Christian Fuegen:
SynthVSR: Scaling Up Visual Speech Recognition With Synthetic Supervision. CoRR abs/2303.17200 (2023) - [i15]Tiantian Feng, Ju Lin, Yiteng Huang, Weipeng He, Kaustubh Kalgaonkar, Niko Moritz, Li Wan, Xin Lei, Ming Sun, Frank Seide:
Directional Source Separation for Robust Speech Recognition on Smart Glasses. CoRR abs/2309.10993 (2023) - 2022
- [j6]Yosuke Higuchi
, Niko Moritz, Jonathan Le Roux, Takaaki Hori:
Momentum Pseudo-Labeling: Semi-Supervised ASR With Continuously Improving Pseudo-Labels. IEEE J. Sel. Top. Signal Process. 16(6): 1424-1438 (2022) - [c28]Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux:
Sequence Transduction with Graph-Based Supervision. ICASSP 2022: 7212-7216 - [c27]Xuankai Chang, Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux:
Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR. ICASSP 2022: 7322-7326 - [c26]Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori:
Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy. ICASSP 2022: 7672-7676 - [c25]Niko Moritz, Frank Seide, Duc Le, Jay Mahadeokar, Christian Fuegen:
An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition. SLT 2022: 324-330 - [i14]Xuankai Chang, Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux:
Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR. CoRR abs/2203.00232 (2022) - [i13]Niko Moritz, Frank Seide, Duc Le, Jay Mahadeokar, Christian Fuegen:
An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition. CoRR abs/2204.08858 (2022) - [i12]Desh Raj, Junteng Jia, Jay Mahadeokar, Chunyang Wu, Niko Moritz, Xiaohui Zhang, Ozlem Kalinli:
Anchored Speech Recognition with Neural Transducers. CoRR abs/2210.11588 (2022) - [i11]Pingchuan Ma, Niko Moritz, Stavros Petridis, Christian Fuegen, Maja Pantic:
Streaming Audio-Visual Speech Recognition with Alignment Regularization. CoRR abs/2211.02133 (2022) - 2021
- [c24]Niko Moritz, Takaaki Hori, Jonathan Le Roux:
Capturing Multi-Resolution Context by Dilated Self-Attention. ICASSP 2021: 5869-5873 - [c23]Niko Moritz, Takaaki Hori, Jonathan Le Roux:
Semi-Supervised Speech Recognition Via Graph-Based Temporal Classification. ICASSP 2021: 6548-6552 - [c22]Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux:
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training. ICASSP 2021: 6553-6557 - [c21]Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori:
Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition. Interspeech 2021: 726-730 - [c20]Niko Moritz, Takaaki Hori, Jonathan Le Roux:
Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition. Interspeech 2021: 1822-1826 - [c19]Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux:
Advanced Long-Context End-to-End Speech Recognition Using Context-Expanded Transformers. Interspeech 2021: 2097-2101 - [i10]Niko Moritz, Takaaki Hori, Jonathan Le Roux:
Capturing Multi-Resolution Context by Dilated Self-Attention. CoRR abs/2104.02858 (2021) - [i9]Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux:
Advanced Long-context End-to-end Speech Recognition Using Context-expanded Transformers. CoRR abs/2104.09426 (2021) - [i8]Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori:
Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition. CoRR abs/2106.08922 (2021) - [i7]Niko Moritz, Takaaki Hori, Jonathan Le Roux:
Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition. CoRR abs/2107.01269 (2021) - [i6]Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori:
Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy. CoRR abs/2110.04948 (2021) - [i5]Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux:
Sequence Transduction with Graph-based Supervision. CoRR abs/2111.01272 (2021) - 2020
- [c18]Niko Moritz, Takaaki Hori, Jonathan Le Roux:
Streaming Automatic Speech Recognition with the Transformer Model. ICASSP 2020: 6074-6078 - [c17]Leda Sari, Niko Moritz, Takaaki Hori, Jonathan Le Roux:
Unsupervised Speaker Adaptation Using Attention-Based Speaker Memory for End-to-End ASR. ICASSP 2020: 7384-7388 - [c16]Niko Moritz, Gordon Wichern, Takaaki Hori, Jonathan Le Roux:
All-in-One Transformer: Unifying Speech Recognition, Audio Tagging, and Event Detection. INTERSPEECH 2020: 3112-3116 - [c15]Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux:
Transformer-Based Long-Context End-to-End Speech Recognition. INTERSPEECH 2020: 5011-5015 - [i4]Niko Moritz, Takaaki Hori, Jonathan Le Roux:
Streaming automatic speech recognition with the transformer model. CoRR abs/2001.02674 (2020) - [i3]Leda Sari, Niko Moritz, Takaaki Hori, Jonathan Le Roux:
Unsupervised Speaker Adaptation using Attention-based Speaker Memory for End-to-End ASR. CoRR abs/2002.06165 (2020) - [i2]Niko Moritz, Takaaki Hori, Jonathan Le Roux:
Semi-Supervised Speech Recognition via Graph-based Temporal Classification. CoRR abs/2010.15653 (2020) - [i1]Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux:
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training. CoRR abs/2011.13439 (2020)
2010 – 2019
- 2019
- [c14]Niko Moritz, Takaaki Hori, Jonathan Le Roux:
Streaming End-to-End Speech Recognition with Joint CTC-Attention Based Models. ASRU 2019: 936-943 - [c13]Niko Moritz, Takaaki Hori, Jonathan Le Roux:
Triggered Attention for End-to-end Speech Recognition. ICASSP 2019: 5666-5670 - [c12]Niko Moritz, Takaaki Hori, Jonathan Le Roux:
Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition. INTERSPEECH 2019: 76-80 - [c11]Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Niko Moritz, Jonathan Le Roux:
Vectorized Beam Search for CTC-Attention-Based Speech Recognition. INTERSPEECH 2019: 3825-3829 - 2018
- [c10]Rainer Huber, Arne Pusch, Niko Moritz, Jan Rennies, Henning F. Schepker, Bernd T. Meyer:
Objective Assessment of a Speech Enhancement Scheme with an Automatic Speech Recognition-Based System. ITG Symposium on Speech Communication 2018: 1-5 - 2017
- [j5]Niko Moritz, Kamil Adiloglu, Jörn Anemüller, Stefan Goetze, Birger Kollmeier:
Multi-Channel Speech Enhancement and Amplitude Modulation Analysis for Noise Robust Automatic Speech Recognition. Comput. Speech Lang. 46: 558-573 (2017) - [j4]Jens Schröder, Niko Moritz, Jörn Anemüller, Stefan Goetze, Birger Kollmeier:
Classifier Architectures for Acoustic Scenes and Events: Implications for DNNs, TDNNs, and Perceptual Features from DCASE 2016. IEEE ACM Trans. Audio Speech Lang. Process. 25(6): 1304-1314 (2017) - 2016
- [j3]Niko Moritz, Birger Kollmeier, Jörn Anemüller:
Integration of Optimized Modulation Filter Sets Into Deep Neural Networks for Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 24(12): 2439-2452 (2016) - [c9]Niko Moritz, Jens Schröder, Stefan Goetze, Jörn Anemüller, Birger Kollmeier:
Acoustic Scene Classification using Time-Delay Neural Networks and Amplitude Modulation Filter Bank Features. DCASE 2016: 70-74 - [c8]Hendrik Kayser, Niko Moritz, Jörn Anemüller:
Probabilistic Spatial Filter Estimation for Signal Enhancement in Multi-Channel Automatic Speech Recognition. INTERSPEECH 2016: 2562-2566 - 2015
- [j2]Feifei Xiong, Bernd T. Meyer, Niko Moritz, Robert Rehr, Jörn Anemüller, Timo Gerkmann, Simon Doclo, Stefan Goetze:
Front-end technologies for robust ASR in reverberant environments - spectral enhancement-based dereverberation and auditory modulation filterbank features. EURASIP J. Adv. Signal Process. 2015: 70 (2015) - [j1]Niko Moritz, Jörn Anemüller, Birger Kollmeier:
An Auditory Inspired Amplitude Modulation Filter Bank for Robust Feature Extraction in Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 23(11): 1926-1937 (2015) - [c7]Niko Moritz, Stephan Gerlach, Kamil Adiloglu, Jörn Anemüller, Birger Kollmeier, Stefan Goetze:
A CHiME-3 challenge system: Long-term acoustic features for noise robust automatic speech recognition. ASRU 2015: 468-474 - 2014
- [c6]Angel Mario Castro Martinez, Niko Moritz, Bernd T. Meyer:
Should deep neural nets have ears? the role of auditory features in deep learning approaches. INTERSPEECH 2014: 2435-2439 - 2013
- [c5]Dogu Baran Aydogan, Niko Moritz, Hannu T. Aro, Jari A. K. Hyttinen:
Analysis of Trabecular Bone Microstructure Using Contour Tree Connectivity. MICCAI (2) 2013: 428-435 - [c4]Jens Schröder, Niko Moritz, Marc René Schädler, Benjamin Cauchi, Kamil Adiloglu, Jörn Anemüller, Simon Doclo, Birger Kollmeier, Stefan Goetze:
On the use of spectro-temporal features for the IEEE AASP challenge 'detection and classification of acoustic scenes and events'. WASPAA 2013: 1-4 - 2012
- [c3]Stefan Goetze, Sven Fischer, Niko Moritz, Jens-E. Appell, Frank Wallhoff:
Multimodal Human-Machine Interaction for Service Robots in Home-Care Environments. SMIAE@ACL 2012: 1-7 - [c2]Niko Moritz, Jörn Anemüller, Birger Kollmeier:
Amplitude Modulation Filters as Feature Sets for Robust ASR: Constant Absolute or Relative Bandwidth? INTERSPEECH 2012: 1231-1234 - 2011
- [c1]Niko Moritz, Jörn Anemüller, Birger Kollmeier:
Amplitude modulation spectrogram based features for robust speech recognition in noisy and reverberant environments. ICASSP 2011: 5492-5495
Coauthor Index
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