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Journal Articles
- 2023
- [j13]Takafumi Moriya
, Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Takahiro Shinozaki
Streaming End-to-End Target-Speaker Automatic Speech Recognition and Activity Detection. IEEE Access 11: 13906-13917 (2023) - 2022
- [j12]Ryota Komatsu
Automatic Spoken Language Acquisition Based on Observation and Dialogue. IEEE J. Sel. Top. Signal Process. 16(6): 1480-1492 (2022) - [j11]Wenxin Hou, Han Zhu
Exploiting Adapters for Cross-Lingual Low-Resource Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 30: 317-329 (2022) - 2021
- [j10]Longfei Yang
Non-native acoustic modeling for mispronunciation verification based on language adversarial representation learning. Neural Networks 142: 597-607 (2021) - 2019
- [j9]Takafumi Moriya
Evolution-Strategy-Based Automation of System Development for High-Performance Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 27(1): 77-88 (2019) - 2016
- [j8]Fuming Fang
Improving Eye Motion Sequence Recognition Using Electrooculography Based on Context-Dependent HMM. Comput. Intell. Neurosci. 2016: 6898031:1-6898031:9 (2016) - 2013
- [j7]Felipe Gómez-Caballero, Takahiro Shinozaki, Sadaoki Furui, Koichi Shinoda:
A statistical approach for person verification using human behavioral patterns. EURASIP J. Image Video Process. 2013: 44 (2013) - 2012
- [j6]Takahiro Shinozaki, Toshinao Iwaki, Shiqiao Du, Masakazu Sekijima, Sadaoki Furui:
Distance-based Factor Graph Linearization and Sampled Max-sum Algorithm for Efficient 3D Potential Decoding of Macromolecules. Inf. Media Technol. 7(1): 181-191 (2012) - 2010
- [j5]Takahiro Shinozaki, Sadaoki Furui, Tatsuya Kawahara
Gaussian Mixture Optimization Based on Efficient Cross-Validation. IEEE J. Sel. Top. Signal Process. 4(3): 540-547 (2010) - [j4]Takahiro Shinozaki, Yu Kubota, Sadaoki Furui:
Unsupervised Acoustic Model Adaptation Based on Ensemble Methods. IEEE J. Sel. Top. Signal Process. 4(6): 1007-1015 (2010) - 2008
- [j3]Takahiro Shinozaki, Mari Ostendorf:
Cross-validation and aggregated EM training for robust parameter estimation. Comput. Speech Lang. 22(2): 185-195 (2008) - 2005
- [j2]Nelson Morgan, Qifeng Zhu, Andreas Stolcke, M. Kemal Sönmez, Sunil Sivadas, Takahiro Shinozaki, Mari Ostendorf, Pratibha Jain, Hynek Hermansky
Pushing the envelope - aside [speech recognition]. IEEE Signal Process. Mag. 22(5): 81-88 (2005) - 2004
- [j1]Takahiro Shinozaki, Sadaoki Furui:
Dynamic Bayesian Network-Based Acoustic Models Incorporating Speaking Rate Effects. IEICE Trans. Inf. Syst. 87-D(10): 2339-2347 (2004)
Conference and Workshop Papers
- 2024
- [c78]Zehua Zhou, Haoyuan Yang, Takahiro Shinozaki:
Self-Supervised Speaker Verification with Adaptive Threshold and Hierarchical Training. ICASSP 2024: 12141-12145 - 2023
- [c77]Longfei Yang, Jiyi Li, Sheng Li
Multi-Domain Dialogue State Tracking with Disentangled Domain-Slot Attention. ACL (Findings) 2023: 4928-4938 - [c76]Ryota Komatsu, Yusuke Kimura, Takuma Okamoto, Takahiro Shinozaki:
Continuous Action Space-Based Spoken Language Acquisition Agent Using Residual Sentence Embedding and Transformer Decoder. ICASSP 2023: 1-5 - [c75]Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Jindong Wang, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele, Xing Xie:
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. ICLR 2023 - [c74]Yu Iwamoto, Takahiro Shinozaki:
Memory Network-Based End-To-End Neural ES-KMeans for Improved Word Segmentation. INTERSPEECH 2023: 486-490 - 2022
- [c73]Yidong Wang, Bowen Zhang, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki:
Margin Calibration for Long-Tailed Visual Recognition. ACML 2022: 1101-1116 - [c72]Yidong Wang, Hao Wu, Ao Liu, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki, Manabu Okumura, Yue Zhang:
Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction. COLING 2022: 7075-7085 - [c71]Takafumi Moriya, Takanori Ashihara, Atsushi Ando, Hiroshi Sato, Tomohiro Tanaka, Kohei Matsuura, Ryo Masumura, Marc Delcroix, Takahiro Shinozaki:
Hybrid RNN-T/Attention-Based Streaming ASR with Triggered Chunkwise Attention and Dual Internal Language Model Integration. ICASSP 2022: 8282-8286 - [c70]Longfei Yang, Wenqing Wei, Sheng Li
Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection. INTERSPEECH 2022: 541-545 - [c69]Bowen Zhang, Songjun Cao, Xiaoming Zhang, Yike Zhang, Long Ma, Takahiro Shinozaki:
Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training. INTERSPEECH 2022: 2653-2657 - [c68]Takafumi Moriya, Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Takahiro Shinozaki:
Streaming Target-Speaker ASR with Neural Transducer. INTERSPEECH 2022: 2673-2677 - [c67]Longfei Yang, Jinsong Zhang, Takahiro Shinozaki:
Self-Supervised Learning with Multi-Target Contrastive Coding for Non-Native Acoustic Modeling of Mispronunciation Verification. INTERSPEECH 2022: 4312-4316 - [c66]Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yufeng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang:
USB: A Unified Semi-supervised Learning Benchmark for Classification. NeurIPS 2022 - [c65]Zhuo Gong, Daisuke Saito, Longfei Yang, Takahiro Shinozaki, Sheng Li
Self-Adaptive Multilingual ASR Rescoring with Language Identification and Unified Language Model. Odyssey 2022: 415-420 - [c64]Longfei Yang, Jiyi Li, Sheng Li
Multi-Domain Dialogue State Tracking with Top-K Slot Self Attention. SIGDIAL 2022: 231-236 - 2021
- [c63]Xingrui Wang, Bowen Zhang, Takahiro Shinozaki:
Low-Resource Mandarin Prosodic Structure Prediction Using Self-Training. APSIPA ASC 2021: 859-863 - [c62]Yu Iwamoto, Takahiro Shinozaki:
Unsupervised Spoken Term Discovery Using wav2vec 2.0. APSIPA ASC 2021: 1082-1086 - [c61]Wenxin Hou, Yidong Wang, Shengzhou Gao, Takahiro Shinozaki:
Meta-Adapter: Efficient Cross-Lingual Adaptation With Meta-Learning. ICASSP 2021: 7028-7032 - [c60]Wenxin Hou, Jindong Wang
Cross-Domain Speech Recognition with Unsupervised Character-Level Distribution Matching. Interspeech 2021: 3425-3429 - [c59]Bowen Zhang, Yidong Wang, Wenxin Hou, Hao Wu, Jindong Wang, Manabu Okumura, Takahiro Shinozaki:
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling. NeurIPS 2021: 18408-18419 - [c58]Keisuke Toyoda, Yusuke Kimura, Mingxin Zhang, Kent Hino
Self-Supervised Spoken Question Understanding and Speaking with Automatic Vocabulary Learning. O-COCOSDA 2021: 37-42 - [c57]Hayato Shibata, Mingxin Zhang, Takahiro Shinozaki:
Unsupervised Acoustic-to-Articulatory Inversion Neural Network Learning Based on Deterministic Policy Gradient. SLT 2021: 530-537 - 2020
- [c56]Kent Hino
Dual Inheritance Evolution Strategy for Deep Neural Network Optimization. CEC 2020: 1-7 - [c55]Shengzhou Gao, Wenxin Hou, Tomohiro Tanaka, Takahiro Shinozaki:
Spoken Language Acquisition Based on Reinforcement Learning and Word Unit Segmentation. ICASSP 2020: 6149-6153 - [c54]Tomohiro Tanaka, Takahiro Shinozaki:
Unsupervised Sound Source Localization From Audio-Image Pairs Using Input Gradient Map. ICPR 2020: 6501-6508 - [c53]Wenxin Hou, Yue Dong, Bairong Zhuang, Longfei Yang, Jiatong Shi, Takahiro Shinozaki:
Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task Learning. INTERSPEECH 2020: 1037-1041 - [c52]Jianshu Zhao, Shengzhou Gao, Takahiro Shinozaki:
Time-Domain Target-Speaker Speech Separation with Waveform-Based Speaker Embedding. INTERSPEECH 2020: 1436-1440 - [c51]Longfei Yang, Kaiqi Fu, Jinsong Zhang, Takahiro Shinozaki:
Pronunciation Erroneous Tendency Detection with Language Adversarial Represent Learning. INTERSPEECH 2020: 3042-3046 - [c50]Mingxin Zhang, Tomohiro Tanaka, Wenxin Hou, Shengzhou Gao, Takahiro Shinozaki:
Sound-Image Grounding Based Focusing Mechanism for Efficient Automatic Spoken Language Acquisition. INTERSPEECH 2020: 4183-4187 - 2019
- [c49]Yi Liu, Bairong Zhuang, Zhiyu Li, Takahiro Shinozaki:
Cross-Domain Speaker Recognition using Cycle-Consistent Adversarial Networks. APSIPA 2019: 2070-2074 - [c48]Tomohiro Tanaka, Takahiro Shinozaki:
Efficient Free Keyword Detection Based on CNN and End-to-End Continuous DP-Matching. ASRU 2019: 637-644 - [c47]Han Xu, Takahiro Shinozaki, Ryota Kobayashi
Effective and Stable Neuron Model Optimization Based on Aggregated CMA-ES. ICASSP 2019: 1264-1268 - 2018
- [c46]Tomohiro Tanaka, Takahiro Shinozaki:
F-Measure Based End-to-End Optimization of Neural Network Keyword Detectors. APSIPA 2018: 1456-1461 - [c45]Yilong Peng, Hayato Shibata, Takahiro Shinozaki:
Reward Only Training of Encoder-Decoder Digit Recognition Systems Based on Policy Gradient Methods. APSIPA 2018: 1934-1939 - [c44]Taku Kato, Takahiro Shinozaki:
Reinforcement Learning of Speech Recognition System Based on Policy Gradient and Hypothesis Selection. ICASSP 2018: 5759-5763 - 2017
- [c43]Hayato Shibata, Taku Kato, Takahiro Shinozaki, Shinji Watanabe:
Composite embedding systems for ZeroSpeech2017 Track1. ASRU 2017: 747-753 - [c42]Yusuke Yamada, Takashi Nose, Yuya Chiba, Akinori Ito
Development and Evaluation of Julius-Compatible Interface for Kaldi ASR. IIH-MSP (2) 2017: 91-96 - [c41]Sou Miyamoto, Takashi Nose, Suzunosuke Ito, Harunori Koike, Yuya Chiba, Akinori Ito
Voice Conversion from Arbitrary Speakers Based on Deep Neural Networks with Adversarial Learning. IIH-MSP (2) 2017: 97-103 - [c40]Kazuki Sato, Takashi Nose, Akira Ito, Yuya Chiba, Akinori Ito
A Study on 2D Photo-Realistic Facial Animation Generation Using 3D Facial Feature Points and Deep Neural Networks. IIH-MSP (2) 2017: 112-118 - [c39]Takahiro Shinozaki, Shinji Watanabe
Semi-Supervised Learning of a Pronunciation Dictionary from Disjoint Phonemic Transcripts and Text. INTERSPEECH 2017: 2546-2550 - [c38]Hao Qin, Takahiro Shinozaki, Kevin Duh:
Evolution Strategy Based Automatic Tuning of Neural Machine Translation Systems. IWSLT 2017: 120-128 - 2016
- [c37]Tomohiro Tanaka, Takafumi Moriya, Takahiro Shinozaki, Shinji Watanabe
Automated structure discovery and parameter tuning of neural network language model based on evolution strategy. SLT 2016: 665-671 - 2015
- [c36]Takafumi Moriya, Tomohiro Tanaka, Takahiro Shinozaki, Shinji Watanabe
Automation of system building for state-of-the-art large vocabulary speech recognition using evolution strategy. ASRU 2015: 610-616 - [c35]Takahiro Shinozaki, Shinji Watanabe
Structure discovery of deep neural network based on evolutionary algorithms. ICASSP 2015: 4979-4983 - [c34]Yuki Saito, Takashi Nose, Takahiro Shinozaki, Akinori Ito
Conversion of Speaker's Face Image Using PCA and Animation Unit for Video Chatting. IIH-MSP 2015: 433-436 - 2014
- [c33]Fuming Fang, Takahiro Shinozaki, Takao Kobayashi:
An automatic input protocol recommendation method for tailored switch-to-speech communication aid systems. APSIPA 2014: 1-7 - [c32]Hao Lu, Takeshi Yamada, Shingo Imai, Takahiro Shinozaki, Ryuichi Nisimura, Kenkichi Ishizuka, Shoji Makino, Nobuhiko Kitawaki:
Automatic scoring method for open answer task in the SJ-CAT speaking test considering utterance difficulty level. APSIPA 2014: 1-5 - [c31]Tomoki Koriyama, Hiroshi Suzuki, Takashi Nose, Takahiro Shinozaki, Takao Kobayashi:
Accent type and phrase boundary estimation using acoustic and language models for automatic prosodic labeling. INTERSPEECH 2014: 2337-2341 - 2013
- [c30]Felipe Gómez-Caballero, Takahiro Shinozaki, Sadaoki Furui, Koichi Shinoda
Statistical Person Verification Using Behavioral Patterns from Complex Human Motion. ICIAP Workshops 2013: 550-558 - [c29]Takaaki Ishii, Hiroki Komiyama, Takahiro Shinozaki, Yasuo Horiuchi, Shingo Kuroiwa:
Reverberant speech recognition based on denoising autoencoder. INTERSPEECH 2013: 3512-3516 - 2012
- [c28]Yutaka Ono, Misuzu Otake, Takahiro Shinozaki, Ryuichi Nisimura, Takeshi Yamada, Kenkichi Ishizuka, Yasuo Horiuchi, Shingo Kuroiwa, Shingo Imai:
Open answer scoring for S-CAT automated speaking test system using support vector regression. APSIPA 2012: 1-4 - [c27]Takahiro Shinozaki, Sadaoki Furui, Yasuo Horiuchi, Shingo Kuroiwa:
Pipeline decomposition of speech decoders and their implementation based on delayed evaluation. APSIPA 2012: 1-4 - [c26]Takahiro Shinozaki, Yasuo Horiuchi, Shingo Kuroiwa:
Unsupervised CV language model adaptation based on direct likelihood maximization sentence selection. ICASSP 2012: 5029-5032 - [c25]Fuming Fang, Takahiro Shinozaki, Yasuo Horiuchi, Shingo Kuroiwa, Sadaoki Furui, Toshimitsu Musha:
HMM Based Continuous EOG Recognition for Eye-input Speech Interface. INTERSPEECH 2012: 735-738 - 2011
- [c24]Takahiro Shinozaki, Yu Kubota, Sadaoki Furui, Eiji Utsunomiya, Yasutaka Shindoh:
Sentence Selection by Direct Likelihood Maximization for Language Model Adaptation. INTERSPEECH 2011: 613-616 - [c23]Felipe Gómez-Caballero, Takahiro Shinozaki, Sadaoki Furui, Koichi Shinoda:
Person authentication using 3D human motion. J-HGBU@MM 2011: 35-40 - [c22]Shiori Takenaka, Takahiro Shinozaki, Yasuo Horiuchi, Shingo Kuroiwa:
Pseudo speaker models for text-independent speaker verification using rank threshold. NLPKE 2011: 265-268 - 2010
- [c21]Yu Kubota, Takahiro Shinozaki, Sadaoki Furui:
Investigations on ensemble based unsupervised adaptation methods. ICASSP 2010: 4874-4877 - 2009
- [c20]Takahiro Shinozaki, Yu Kubota, Sadaoki Furui:
Unsupervisec cross-validation adaptation algorithms for improved adaptation performance. ICASSP 2009: 4377-4380 - [c19]Takahiro Shinozaki, Sadaoki Furui:
Target speech GMM-based spectral compensation for noise robust speech recognition. INTERSPEECH 2009: 1255-1258 - 2008
- [c18]Takahiro Shinozaki, Tatsuya Kawahara
GMM and HMM training by aggregated EM algorithm with increased ensemble sizes for robust parameter estimation. ICASSP 2008: 4405-4408 - [c17]Takahiro Shinozaki, Sadaoki Furui, Tatsuya Kawahara:
Aggregated cross-validation and its efficient application to Gaussian mixture optimization. INTERSPEECH 2008: 2382-2385 - 2007
- [c16]Takahiro Shinozaki, Tatsuya Kawahara:
HMM training based on CV-EM and CV Gaussian mixture optimization. ASRU 2007: 318-322 - [c15]Xavier Anguera Miró
Model Complexity Selection and Cross-Validation EM Training for Robust Speaker Diarization. ICASSP (4) 2007: 273-276 - [c14]Takahiro Shinozaki, Mari Ostendorf:
Cross-Validation EM Training for Robust Parameter Estimation. ICASSP (4) 2007: 437-440 - [c13]Takahiro Shinozaki, Tatsuya Kawahara:
Gaussian mixture optimization for HMM based on efficient cross-validation. INTERSPEECH 2007: 2061-2064 - 2006
- [c12]Takahiro Shinozaki:
Hmm State Clustering Based on Efficient Cross-Validation. ICASSP (1) 2006: 1157-1160 - [c11]Mei-Yuh Hwang, Xin Lei, Wen Wang, Takahiro Shinozaki:
Investigation on Mandarin broadcast news speech recognition. INTERSPEECH 2006 - 2005
- [c10]Takahiro Shinozaki, Mari Ostendorf, Les E. Atlas:
Data sampling for improved speech recognizer training. INTERSPEECH 2005: 1693-1696 - [c9]Sadaoki Furui, Tomohisa Ichiba, Takahiro Shinozaki, Edward W. D. Whittaker, Koji Iwano:
Cluster-based modeling for ubiquitous speech recognition. INTERSPEECH 2005: 2865-2868 - 2004
- [c8]Takahiro Shinozaki, Sadaoki Furui:
Spontaneous speech recognition using a massively parallel decoder. INTERSPEECH 2004: 1705-1708 - 2003
- [c7]Tadasuke Yokoyama, Takahiro Shinozaki, Koji Iwano, Sadaoki Furui:
Unsupervised class-based language model adaptation for spontaneous speech recognition. ICASSP (1) 2003: 236-239 - [c6]Takahiro Shinozaki, Sadaoki Furui:
Time adjustable mixture weights for speaking rate fluctuation. INTERSPEECH 2003: 973-976 - 2002
- [c5]Takahiro Shinozaki, Sadaoki Furui:
Analysis on individual differences in automatic transcription of spontaneous presentations. ICASSP 2002: 729-732 - [c4]Takahiro Shinozaki, Sadaoki Furui:
A new lexicon optimization method for LVCSR based on linguistic and acoustic characteristics of words. INTERSPEECH 2002: 717-720 - 2001
- [c3]Sadaoki Furui, Koji Iwano, Chiori Hori, Takahiro Shinozaki, Yohei Saito, Satoshi Tamura:
Ubiquitous speech processing. ICASSP 2001: 13-16 - [c2]Takahiro Shinozaki, Chiori Hori, Sadaoki Furui:
Towards automatic transcription of spontaneous presentations. INTERSPEECH 2001: 491-494 - 2000
- [c1]Sadaoki Furui, Kikuo Maekawa, Hitoshi Isahara, Takahiro Shinozaki, Takashi Ohdaira:
Toward the realization of spontaneous speech recognition - introduction of a Japanese priority program and preliminary results -. INTERSPEECH 2000: 518-521
Parts in Books or Collections
- 2020
- [p1]Takahiro Shinozaki, Shinji Watanabe
Automated Development of DNN Based Spoken Language Systems Using Evolutionary Algorithms. Deep Neural Evolution 2020: 97-129
Informal and Other Publications
- 2024
- [i12]Phurich Saengthong, Takahiro Shinozaki:
Deep Generic Representations for Domain-Generalized Anomalous Sound Detection. CoRR abs/2409.05035 (2024) - [i11]Ryota Komatsu, Takahiro Shinozaki:
Self-Supervised Syllable Discovery Based on Speaker-Disentangled HuBERT. CoRR abs/2409.10103 (2024) - 2022
- [i10]Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. CoRR abs/2205.07246 (2022) - [i9]Bowen Zhang, Songjun Cao, Xiaoming Zhang, Yike Zhang, Long Ma, Takahiro Shinozaki:
Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training. CoRR abs/2206.08189 (2022) - [i8]Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang
USB: A Unified Semi-supervised Learning Benchmark. CoRR abs/2208.07204 (2022) - [i7]Yidong Wang, Hao Wu, Ao Liu, Wenxin Hou, Zhen Wu, Jindong Wang
Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction. CoRR abs/2208.08280 (2022) - [i6]Takafumi Moriya, Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Takahiro Shinozaki:
Streaming Target-Speaker ASR with Neural Transducer. CoRR abs/2209.04175 (2022) - 2021
- [i5]Wenxin Hou, Jindong Wang, Xu Tan, Tao Qin, Takahiro Shinozaki:
Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching. CoRR abs/2104.07491 (2021) - [i4]Wenxin Hou, Han Zhu, Yidong Wang, Jindong Wang, Tao Qin, Renjun Xu, Takahiro Shinozaki:
Exploiting Adapters for Cross-lingual Low-resource Speech Recognition. CoRR abs/2105.11905 (2021) - [i3]Bowen Zhang, Yidong Wang, Wenxin Hou, Hao Wu, Jindong Wang, Manabu Okumura, Takahiro Shinozaki:
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling. CoRR abs/2110.08263 (2021) - [i2]Yidong Wang, Bowen Zhang, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki:
Margin Calibration for Long-Tailed Visual Recognition. CoRR abs/2112.07225 (2021) - 2017
- [i1]Taku Kato, Takahiro Shinozaki:
Reinforcement Learning of Speech Recognition System Based on Policy Gradient and Hypothesis Selection. CoRR abs/1711.03689 (2017)
Coauthor Index
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