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Streaming Audio-Visual Speech Recognition with Alignment Regularization


Nov 03, 2022
Pingchuan Ma, Niko Moritz, Stavros Petridis, Christian Fuegen, Maja Pantic

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* Submitted to ICASSP2023 

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An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition


Apr 19, 2022
Niko Moritz, Frank Seide, Duc Le, Jay Mahadeokar, Christian Fuegen

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* Submitted to Interspeech 2022 

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Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR


Mar 01, 2022
Xuankai Chang, Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux

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* To appear in ICASSP2022 

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Sequence Transduction with Graph-based Supervision


Nov 01, 2021
Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux

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* Submitted to IEEE ICASSP 2022 

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Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy


Oct 11, 2021
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori

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* Submitted to ICASSP2022 

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Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition


Jul 02, 2021
Niko Moritz, Takaaki Hori, Jonathan Le Roux

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* Accepted to Interspeech 2021 

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Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition


Jun 16, 2021
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori

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* Accepted to Interspeech 2021 

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Advanced Long-context End-to-end Speech Recognition Using Context-expanded Transformers


Apr 19, 2021
Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux

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* Submitted to INTERSPEECH 2021 

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Capturing Multi-Resolution Context by Dilated Self-Attention


Apr 07, 2021
Niko Moritz, Takaaki Hori, Jonathan Le Roux

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* In Proc. ICASSP 2021 

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Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training


Nov 26, 2020
Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux

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* Submitted to ICASSP 2021 

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