Streaming automatic speech recognition with the transformer model N Moritz, T Hori, J Le ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 204 | 2020 |
Triggered attention for end-to-end speech recognition N Moritz, T Hori, J Le Roux ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 139 | 2019 |
Unsupervised domain adaptation for speech recognition via uncertainty driven self-training S Khurana, N Moritz, T Hori, J Le Roux ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 51 | 2021 |
An auditory inspired amplitude modulation filter bank for robust feature extraction in automatic speech recognition N Moritz, J Anemüller, B Kollmeier IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (11 …, 2015 | 50 | 2015 |
Momentum pseudo-labeling for semi-supervised speech recognition Y Higuchi, N Moritz, JL Roux, T Hori arXiv preprint arXiv:2106.08922, 2021 | 46 | 2021 |
Information and communication technologies for promoting and sustaining quality of life, health and self-sufficiency in ageing societies–outcomes of the Lower Saxony Research … R Haux, A Hein, G Kolb, H Künemund, M Eichelberg, JE Appell, ... Informatics for Health and Social Care 39 (3-4), 166-187, 2014 | 46 | 2014 |
Amplitude modulation spectrogram based features for robust speech recognition in noisy and reverberant environments N Moritz, J Anemüller, B Kollmeier 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 46 | 2011 |
Streaming end-to-end speech recognition with joint CTC-attention based models N Moritz, T Hori, J Le Roux 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2019 | 45 | 2019 |
Acoustic user interfaces for ambient-assisted living technologies S Goetze, N Moritz, JE Appell, M Meis, C Bartsch, J Bitzer Informatics for Health and Social Care 35 (3-4), 125-143, 2010 | 44 | 2010 |
Unsupervised speaker adaptation using attention-based speaker memory for end-to-end ASR L Sarı, N Moritz, T Hori, J Le Roux ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 42 | 2020 |
On the use of spectro-temporal features for the IEEE AASP challenge ‘detection and classification of acoustic scenes and events’ J Schröder, N Moritz, MR Schädler, B Cauchi, K Adiloglu, J Anemüller, ... 2013 IEEE Workshop on Applications of Signal Processing to Audio and …, 2013 | 39 | 2013 |
Transformer-Based Long-Context End-to-End Speech Recognition. T Hori, N Moritz, C Hori, J Le Roux Interspeech, 5011-5015, 2020 | 38 | 2020 |
Advanced long-context end-to-end speech recognition using context-expanded transformers T Hori, N Moritz, C Hori, JL Roux arXiv preprint arXiv:2104.09426, 2021 | 37 | 2021 |
Semi-supervised speech recognition via graph-based temporal classification N Moritz, T Hori, J Le Roux ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 32 | 2021 |
Noise robust distant automatic speech recognition utilizing NMF based source separation and auditory feature extraction N Moritz, MR Schädler, K Adiloglu, BT Meyer, T Jürgens, T Gerkmann, ... Proc. of CHiME, 1-6, 2013 | 31 | 2013 |
Vectorized Beam Search for CTC-Attention-Based Speech Recognition. H Seki, T Hori, S Watanabe, N Moritz, J Le Roux INTERSPEECH, 3825-3829, 2019 | 28 | 2019 |
Classifier architectures for acoustic scenes and events: implications for DNNs, TDNNs, and perceptual features from DCASE 2016 J Schröder, N Moritz, J Anemüller, S Goetze, B Kollmeier IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (6), 1304 …, 2017 | 28 | 2017 |
Front-end technologies for robust ASR in reverberant environments—spectral enhancement-based dereverberation and auditory modulation filterbank features F Xiong, BT Meyer, N Moritz, R Rehr, J Anemüller, T Gerkmann, S Doclo, ... EURASIP Journal on Advances in Signal Processing 2015, 1-18, 2015 | 27 | 2015 |
On sound source localization of speech signals using deep neural networks R Roden, N Moritz, S Gerlach, S Weinzierl, S Goetze Technische Universität Berlin, 2019 | 26 | 2019 |
Multi-channel speech enhancement and amplitude modulation analysis for noise robust automatic speech recognition N Moritz, K Adiloğlu, J Anemüller, S Goetze, B Kollmeier Computer Speech & Language 46, 558-573, 2017 | 24 | 2017 |