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2020 – today
- 2024
[c38]Xuankai Chang, Brian Yan, Kwanghee Choi, Jee-Weon Jung, Yichen Lu, Soumi Maiti, Roshan S. Sharma, Jiatong Shi, Jinchuan Tian, Shinji Watanabe, Yuya Fujita, Takashi Maekaku, Pengcheng Guo, Yao-Fei Cheng, Pavel Denisov, Kohei Saijo, Hsiu-Hsuan Wang:
Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study. ICASSP 2024: 11481-11485- [c37]Brian Yan, Xuankai Chang, Antonios Anastasopoulos, Yuya Fujita, Shinji Watanabe:
Cross-Modal Multi-Tasking for Speech-to-Text Translation via Hard Parameter Sharing. ICASSP 2024: 11941-11945 - [c36]Amir Hussein, Brian Yan, Antonios Anastasopoulos, Shinji Watanabe, Sanjeev Khudanpur:
Enhancing End-to-End Conversational Speech Translation Through Target Language Context Utilization. ICASSP 2024: 11971-11975 - [c35]Amir Hussein, Dorsa Zeinali, Ondrej Klejch, Matthew Wiesner, Brian Yan, Shammur Absar Chowdhury, Ahmed Ali, Shinji Watanabe, Sanjeev Khudanpur:
Speech Collage: Code-Switched Audio Generation by Collaging Monolingual Corpora. ICASSP 2024: 12006-12010 - [i37]Yifan Peng
, Jinchuan Tian, William Chen, Siddhant Arora, Brian Yan, Yui Sudo, Muhammad Shakeel, Kwanghee Choi, Jiatong Shi, Xuankai Chang, Jee-weon Jung, Shinji Watanabe:
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer. CoRR abs/2401.16658 (2024) - [i36]Yui Sudo, Muhammad Shakeel, Yosuke Fukumoto, Brian Yan, Jiatong Shi, Yifan Peng, Shinji Watanabe:
4D ASR: Joint Beam Search Integrating CTC, Attention, Transducer, and Mask Predict Decoders. CoRR abs/2406.02950 (2024) - [i35]Xi Xu, Siqi Ouyang, Brian Yan, Patrick Fernandes, William Chen, Lei Li, Graham Neubig, Shinji Watanabe:
CMU's IWSLT 2024 Simultaneous Speech Translation System. CoRR abs/2408.07452 (2024) - [i34]Brian Yan, Vineel Pratap, Shinji Watanabe, Michael Auli:
Improving Multilingual ASR in the Wild Using Simple N-best Re-ranking. CoRR abs/2409.18428 (2024) - 2023
- [j1]Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe:
Software Design and User Interface of ESPnet-SE++: Speech Enhancement for Robust Speech Processing. J. Open Source Softw. 8(91): 5403 (2023) - [c34]Brian Yan, Jiatong Shi, Yun Tang, Hirofumi Inaguma, Yifan Peng, Siddharth Dalmia, Peter Polak, Patrick Fernandes, Dan Berrebbi, Tomoki Hayashi, Xiaohui Zhang, Zhaoheng Ni, Moto Hira, Soumi Maiti, Juan Pino, Shinji Watanabe:
ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit. ACL (demo) 2023: 400-411 - [c33]William Chen, Jiatong Shi, Brian Yan, Dan Berrebbi, Wangyou Zhang, Yifan Peng, Xuankai Chang, Soumi Maiti, Shinji Watanabe:
Joint Prediction and Denoising for Large-Scale Multilingual Self-Supervised Learning. ASRU 2023: 1-8 - [c32]Yifan Peng, Jinchuan Tian, Brian Yan, Dan Berrebbi, Xuankai Chang, Xinjian Li, Jiatong Shi, Siddhant Arora, William Chen, Roshan S. Sharma, Wangyou Zhang, Yui Sudo, Muhammad Shakeel, Jee-Weon Jung, Soumi Maiti, Shinji Watanabe:
Reproducing Whisper-Style Training Using An Open-Source Toolkit And Publicly Available Data. ASRU 2023: 1-8 - [c31]Brian Yan, Siddharth Dalmia, Yosuke Higuchi, Graham Neubig, Florian Metze, Alan W. Black, Shinji Watanabe:
CTC Alignments Improve Autoregressive Translation. EACL 2023: 1615-1631 - [c30]Siddhant Arora, Hayato Futami, Emiru Tsunoo, Brian Yan, Shinji Watanabe:
Joint Modelling of Spoken Language Understanding Tasks with Integrated Dialog History. ICASSP 2023: 1-5 - [c29]Siddhant Arora, Hayato Futami, Shih-Lun Wu, Jessica Huynh, Yifan Peng, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe:
A Study on the Integration of Pipeline and E2E SLU Systems for Spoken Semantic Parsing Toward Stop Quality Challenge. ICASSP 2023: 1-2 - [c28]Dan Berrebbi, Brian Yan, Shinji Watanabe:
Avoid Overthinking in Self-Supervised Models for Speech Recognition. ICASSP 2023: 1-5 - [c27]William Chen, Brian Yan, Jiatong Shi, Yifan Peng, Soumi Maiti, Shinji Watanabe:
Improving Massively Multilingual ASR with Auxiliary CTC Objectives. ICASSP 2023: 1-5 - [c26]Hayato Futami, Jessica Huynh, Siddhant Arora, Shih-Lun Wu, Yosuke Kashiwagi, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe:
The Pipeline System of ASR and NLU with MLM-based data Augmentation Toward Stop Low-Resource Challenge. ICASSP 2023: 1-2 - [c25]Yosuke Kashiwagi, Siddhant Arora, Hayato Futami, Jessica Huynh, Shih-Lun Wu, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe:
E-Branchformer-Based E2E SLU Toward Stop on-Device Challenge. ICASSP 2023: 1-2 - [c24]Motoi Omachi, Brian Yan, Siddharth Dalmia, Yuya Fujita, Shinji Watanabe:
Align, Write, Re-Order: Explainable End-to-End Speech Translation via Operation Sequence Generation. ICASSP 2023: 1-5 - [c23]Brian Yan, Matthew Wiesner, Ondrej Klejch, Preethi Jyothi, Shinji Watanabe:
Towards Zero-Shot Code-Switched Speech Recognition. ICASSP 2023: 1-5 - [c22]Jinchuan Tian, Brian Yan, Jianwei Yu, Chao Weng, Dong Yu, Shinji Watanabe:
Bayes Risk CTC: Controllable CTC Alignment in Sequence-to-Sequence Tasks. ICLR 2023 - [c21]Puyuan Peng, Brian Yan, Shinji Watanabe, David Harwath:
Prompting the Hidden Talent of Web-Scale Speech Models for Zero-Shot Task Generalization. INTERSPEECH 2023: 396-400 - [c20]Yosuke Kashiwagi, Siddhant Arora, Hayato Futami, Jessica Huynh, Shih-Lun Wu, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe:
Tensor decomposition for minimization of E2E SLU model toward on-device processing. INTERSPEECH 2023: 710-714 - [c19]Siddhant Arora, Hayato Futami, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe:
Integrating Pretrained ASR and LM to Perform Sequence Generation for Spoken Language Understanding. INTERSPEECH 2023: 720-724 - [c18]Xuankai Chang, Brian Yan, Yuya Fujita, Takashi Maekaku, Shinji Watanabe:
Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning. INTERSPEECH 2023: 1399-1403 - [c17]Yifan Peng, Kwangyoun Kim, Felix Wu, Brian Yan, Siddhant Arora, William Chen, Jiyang Tang, Suwon Shon, Prashant Sridhar, Shinji Watanabe:
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks. INTERSPEECH 2023: 2208-2212 - [c16]Yui Sudo, Muhammad Shakeel, Brian Yan, Jiatong Shi, Shinji Watanabe:
4D ASR: Joint modeling of CTC, Attention, Transducer, and Mask-Predict decoders. INTERSPEECH 2023: 3312-3316 - [c15]Peter Polák, Brian Yan, Shinji Watanabe, Alex Waibel, Ondrej Bojar:
Incremental Blockwise Beam Search for Simultaneous Speech Translation with Controllable Quality-Latency Tradeoff. INTERSPEECH 2023: 3979-3983 - [c14]Jinchuan Tian, Jianwei Yu, Hangting Chen, Brian Yan, Chao Weng, Dong Yu, Shinji Watanabe:
Bayes Risk Transducer: Transducer with Controllable Alignment Prediction. INTERSPEECH 2023: 4968-4972 - [c13]Brian Yan, Jiatong Shi, Soumi Maiti, William Chen, Xinjian Li, Yifan Peng, Siddhant Arora, Shinji Watanabe:
CMU's IWSLT 2023 Simultaneous Speech Translation System. IWSLT@ACL 2023: 235-240 - [d1]Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe:
Software Design and User Interface of ESPnet-SE++: Speech Enhancement for Robust Speech Processing (espnet-v.202310). Zenodo, 2023
- [i33]William Chen, Brian Yan, Jiatong Shi, Yifan Peng, Soumi Maiti, Shinji Watanabe:
Improving Massively Multilingual ASR With Auxiliary CTC Objectives. CoRR abs/2302.12829 (2023) - [i32]Siddhant Arora, Hayato Futami, Emiru Tsunoo, Brian Yan, Shinji Watanabe:
Joint Modelling of Spoken Language Understanding Tasks with Integrated Dialog History. CoRR abs/2305.00926 (2023) - [i31]Hayato Futami, Jessica Huynh, Siddhant Arora, Shih-Lun Wu, Yosuke Kashiwagi, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe:
The Pipeline System of ASR and NLU with MLM-based Data Augmentation toward STOP Low-resource Challenge. CoRR abs/2305.01194 (2023) - [i30]Siddhant Arora, Hayato Futami, Shih-Lun Wu, Jessica Huynh, Yifan Peng, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe:
A Study on the Integration of Pipeline and E2E SLU systems for Spoken Semantic Parsing toward STOP Quality Challenge. CoRR abs/2305.01620 (2023) - [i29]Yifan Peng, Kwangyoun Kim, Felix Wu, Brian Yan, Siddhant Arora, William Chen, Jiyang Tang, Suwon Shon, Prashant Sridhar, Shinji Watanabe:
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks. CoRR abs/2305.11073 (2023) - [i28]Puyuan Peng, Brian Yan, Shinji Watanabe, David Harwath:
Prompting the Hidden Talent of Web-Scale Speech Models for Zero-Shot Task Generalization. CoRR abs/2305.11095 (2023) - [i27]Xuankai Chang, Brian Yan, Yuya Fujita, Takashi Maekaku, Shinji Watanabe:
Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning. CoRR abs/2305.18108 (2023) - [i26]Siddhant Arora, Hayato Futami, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe:
Integrating Pretrained ASR and LM to Perform Sequence Generation for Spoken Language Understanding. CoRR abs/2307.11005 (2023) - [i25]Jinchuan Tian, Jianwei Yu, Hangting Chen, Brian Yan, Chao Weng, Dong Yu, Shinji Watanabe:
Bayes Risk Transducer: Transducer with Controllable Alignment Prediction. CoRR abs/2308.10107 (2023) - [i24]Peter Polák, Brian Yan, Shinji Watanabe, Alex Waibel, Ondrej Bojar:
Incremental Blockwise Beam Search for Simultaneous Speech Translation with Controllable Quality-Latency Tradeoff. CoRR abs/2309.11379 (2023) - [i23]Yifan Peng, Jinchuan Tian, Brian Yan, Dan Berrebbi, Xuankai Chang, Xinjian Li, Jiatong Shi, Siddhant Arora, William Chen, Roshan S. Sharma, Wangyou Zhang, Yui Sudo, Muhammad Shakeel, Jee-weon Jung, Soumi Maiti, Shinji Watanabe:
Reproducing Whisper-Style Training Using an Open-Source Toolkit and Publicly Available Data. CoRR abs/2309.13876 (2023) - [i22]William Chen, Jiatong Shi, Brian Yan, Dan Berrebbi, Wangyou Zhang, Yifan Peng, Xuankai Chang, Soumi Maiti, Shinji Watanabe:
Joint Prediction and Denoising for Large-scale Multilingual Self-supervised Learning. CoRR abs/2309.15317 (2023) - [i21]Amir Hussein, Dorsa Zeinali, Ondrej Klejch, Matthew Wiesner, Brian Yan, Shammur Absar Chowdhury, Ahmed M. Ali, Shinji Watanabe, Sanjeev Khudanpur:
Speech collage: code-switched audio generation by collaging monolingual corpora. CoRR abs/2309.15674 (2023) - [i20]Amir Hussein, Brian Yan, Antonios Anastasopoulos, Shinji Watanabe, Sanjeev Khudanpur:
Enhancing End-to-End Conversational Speech Translation Through Target Language Context Utilization. CoRR abs/2309.15686 (2023) - [i19]Xuankai Chang, Brian Yan, Kwanghee Choi, Jee-Weon Jung, Yichen Lu, Soumi Maiti, Roshan S. Sharma, Jiatong Shi, Jinchuan Tian, Shinji Watanabe, Yuya Fujita, Takashi Maekaku, Pengcheng Guo, Yao-Fei Cheng, Pavel Denisov, Kohei Saijo, Hsiu-Hsuan Wang:
Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study. CoRR abs/2309.15800 (2023) - [i18]Brian Yan, Xuankai Chang, Antonios Anastasopoulos, Yuya Fujita, Shinji Watanabe:
Cross-Modal Multi-Tasking for Speech-to-Text Translation via Hard Parameter Sharing. CoRR abs/2309.15826 (2023) - 2022
- [c12]Siddhant Arora, Siddharth Dalmia, Brian Yan, Florian Metze, Alan W. Black, Shinji Watanabe:
Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models. EMNLP (Findings) 2022: 5419-5429 - [c11]Yosuke Higuchi, Brian Yan, Siddhant Arora, Tetsuji Ogawa, Tetsunori Kobayashi, Shinji Watanabe:
BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model. EMNLP (Findings) 2022: 5486-5503 - [c10]Brian Yan, Chunlei Zhang, Meng Yu, Shi-Xiong Zhang, Siddharth Dalmia, Dan Berrebbi, Chao Weng, Shinji Watanabe, Dong Yu:
Joint Modeling of Code-Switched and Monolingual ASR via Conditional Factorization. ICASSP 2022: 6412-6416 - [c9]Siddhant Arora, Siddharth Dalmia, Pavel Denisov, Xuankai Chang, Yushi Ueda, Yifan Peng, Yuekai Zhang, Sujay Kumar, Karthik Ganesan, Brian Yan, Ngoc Thang Vu, Alan W. Black, Shinji Watanabe:
ESPnet-SLU: Advancing Spoken Language Understanding Through ESPnet. ICASSP 2022: 7167-7171 - [c8]Siddhant Arora, Siddharth Dalmia, Xuankai Chang, Brian Yan, Alan W. Black, Shinji Watanabe:
Two-Pass Low Latency End-to-End Spoken Language Understanding. INTERSPEECH 2022: 3478-3482 - [c7]Dan Berrebbi, Jiatong Shi, Brian Yan, Osbel López-Francisco, Jonathan D. Amith, Shinji Watanabe:
Combining Spectral and Self-Supervised Features for Low Resource Speech Recognition and Translation. INTERSPEECH 2022: 3533-3537 - [c6]Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe:
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding. INTERSPEECH 2022: 5458-5462 - [c5]Brian Yan, Patrick Fernandes, Siddharth Dalmia, Jiatong Shi, Yifan Peng, Dan Berrebbi, Xinyi Wang, Graham Neubig, Shinji Watanabe:
CMU's IWSLT 2022 Dialect Speech Translation System. IWSLT@ACL 2022: 298-307 - [i17]Dan Berrebbi, Jiatong Shi, Brian Yan, Osbel López-Francisco, Jonathan D. Amith, Shinji Watanabe:
Combining Spectral and Self-Supervised Features for Low Resource Speech Recognition and Translation. CoRR abs/2204.02470 (2022) - [i16]Siddhant Arora, Siddharth Dalmia, Xuankai Chang, Brian Yan, Alan W. Black, Shinji Watanabe:
Two-Pass Low Latency End-to-End Spoken Language Understanding. CoRR abs/2207.06670 (2022) - [i15]Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe:
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding. CoRR abs/2207.09514 (2022) - [i14]Brian Yan, Siddharth Dalmia, Yosuke Higuchi, Graham Neubig, Florian Metze, Alan W. Black, Shinji Watanabe:
CTC Alignments Improve Autoregressive Translation. CoRR abs/2210.05200 (2022) - [i13]Jinchuan Tian, Brian Yan, Jianwei Yu, Chao Weng, Dong Yu, Shinji Watanabe:
Bayes risk CTC: Controllable CTC alignment in Sequence-to-Sequence tasks. CoRR abs/2210.07499 (2022) - [i12]Siddhant Arora, Siddharth Dalmia, Brian Yan, Florian Metze, Alan W. Black, Shinji Watanabe:
Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models. CoRR abs/2210.15734 (2022) - [i11]Yosuke Higuchi, Brian Yan, Siddhant Arora, Tetsuji Ogawa, Tetsunori Kobayashi, Shinji Watanabe:
BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model. CoRR abs/2210.16663 (2022) - [i10]Brian Yan, Matthew Wiesner, Ondrej Klejch, Preethi Jyothi, Shinji Watanabe:
Towards Zero-Shot Code-Switched Speech Recognition. CoRR abs/2211.01458 (2022) - [i9]Motoi Omachi, Brian Yan, Siddharth Dalmia, Yuya Fujita, Shinji Watanabe:
Align, Write, Re-order: Explainable End-to-End Speech Translation via Operation Sequence Generation. CoRR abs/2211.05967 (2022) - [i8]Dan Berrebbi, Brian Yan, Shinji Watanabe:
Avoid Overthinking in Self-Supervised Models for Speech Recognition. CoRR abs/2211.08989 (2022) - [i7]Yui Sudo, Muhammad Shakeel, Brian Yan, Jiatong Shi, Shinji Watanabe:
4D ASR: Joint modeling of CTC, Attention, Transducer, and Mask-Predict decoders. CoRR abs/2212.10818 (2022) - 2021
- [c4]Hirofumi Inaguma, Siddharth Dalmia, Brian Yan, Shinji Watanabe:
Fast-MD: Fast Multi-Decoder End-to-End Speech Translation with Non-Autoregressive Hidden Intermediates. ASRU 2021: 922-929 - [c3]Brian Yan, Siddharth Dalmia, David R. Mortensen, Florian Metze, Shinji Watanabe:
Differentiable Allophone Graphs for Language-Universal Speech Recognition. Interspeech 2021: 2471-2475 - [c2]Hirofumi Inaguma, Brian Yan, Siddharth Dalmia, Pengcheng Guo, Jiatong Shi, Kevin Duh, Shinji Watanabe:
ESPnet-ST IWSLT 2021 Offline Speech Translation System. IWSLT 2021: 100-109 - [c1]Siddharth Dalmia, Brian Yan, Vikas Raunak, Florian Metze, Shinji Watanabe:
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks. NAACL-HLT 2021: 1882-1896 - [i6]Siddharth Dalmia, Brian Yan, Vikas Raunak, Florian Metze, Shinji Watanabe:
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks. CoRR abs/2105.00573 (2021) - [i5]Hirofumi Inaguma, Brian Yan, Siddharth Dalmia, Pengcheng Guo, Jiatong Shi, Kevin Duh, Shinji Watanabe:
ESPnet-ST IWSLT 2021 Offline Speech Translation System. CoRR abs/2107.00636 (2021) - [i4]Brian Yan, Siddharth Dalmia, David R. Mortensen, Florian Metze, Shinji Watanabe:
Differentiable Allophone Graphs for Language-Universal Speech Recognition. CoRR abs/2107.11628 (2021) - [i3]Hirofumi Inaguma, Siddharth Dalmia, Brian Yan, Shinji Watanabe:
Fast-MD: Fast Multi-Decoder End-to-End Speech Translation with Non-Autoregressive Hidden Intermediates. CoRR abs/2109.12804 (2021) - [i2]Siddhant Arora, Siddharth Dalmia, Pavel Denisov, Xuankai Chang, Yushi Ueda, Yifan Peng, Yuekai Zhang, Sujay Kumar, Karthik Ganesan, Brian Yan, Ngoc Thang Vu, Alan W. Black, Shinji Watanabe:
ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet. CoRR abs/2111.14706 (2021) - [i1]Brian Yan, Chunlei Zhang, Meng Yu, Shi-Xiong Zhang, Siddharth Dalmia, Dan Berrebbi, Chao Weng, Shinji Watanabe, Dong Yu:
Joint Modeling of Code-Switched and Monolingual ASR via Conditional Factorization. CoRR abs/2111.15016 (2021)
Coauthor Index
[c38] [c37] [c36] [c35] [i37] [i36] [i35] [i34] [j1] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [d1] [i33] [i32] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [i19] [i18] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [c4] [c3] [c2] [c1] [i6] [i5] [i4] [i3] [i2] [i1]
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