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2020 – today
- 2024
[j21]Tao Wang
, Jiangyan Yi, Ruibo Fu, Jianhua Tao, Zhengqi Wen, Chu Yuan Zhang:
Emotion selectable end-to-end text-based speech editing. Artif. Intell. 329: 104076 (2024)- [j20]Cunhang Fan, Jun Xue, Jianhua Tao, Jiangyan Yi, Chenglong Wang, Chengshi Zheng, Zhao Lv:
Spatial reconstructed local attention Res2Net with F0 subband for fake speech detection. Neural Networks 175: 106320 (2024) - [j19]Cunhang Fan, Hongyu Zhang, Wei Huang, Jun Xue, Jianhua Tao, Jiangyan Yi, Zhao Lv, Xiaopei Wu:
DGSD: Dynamical graph self-distillation for EEG-based auditory spatial attention detection. Neural Networks 179: 106580 (2024) - [j18]Jiangyan Yi, Chenglong Wang, Jianhua Tao, Chuyuan Zhang, Cunhang Fan, Zhengkun Tian, Haoxin Ma, Ruibo Fu:
SceneFake: An initial dataset and benchmarks for scene fake audio detection. Pattern Recognit. 152: 110468 (2024) - [j17]Haoxin Ma, Jiangyan Yi, Chenglong Wang, Xinrui Yan, Jianhua Tao, Tao Wang, Shiming Wang, Ruibo Fu:
CFAD: A Chinese dataset for fake audio detection. Speech Commun. 164: 103122 (2024) - [j16]Jun Xue, Cunhang Fan, Jiangyan Yi, Jian Zhou, Zhao Lv:
Dynamic Ensemble Teacher-Student Distillation Framework for Light-Weight Fake Audio Detection. IEEE Signal Process. Lett. 31: 2305-2309 (2024) - [j15]Cunhang Fan, Mingming Ding, Jianhua Tao, Ruibo Fu, Jiangyan Yi, Zhengqi Wen, Zhao Lv:
Dual-Branch Knowledge Distillation for Noise-Robust Synthetic Speech Detection. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2453-2466 (2024) - [c76]Xiaohui Zhang, Jiangyan Yi, Chenglong Wang, Chu Yuan Zhang, Siding Zeng, Jianhua Tao:
What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection. AAAI 2024: 19569-19577 - [c75]Hao Gu, Jiangyan Yi, Zheng Lian, Jianhua Tao, Xinrui Yan:
NLoPT: N-gram Enhanced Low-Rank Task Adaptive Pre-training for Efficient Language Model Adaption. LREC/COLING 2024: 12259-12270 - [c74]Chenglong Wang, Jiayi He, Jiangyan Yi, Jianhua Tao, Chu Yuan Zhang, Xiaohui Zhang:
Multi-Scale Permutation Entropy for Audio Deepfake Detection. ICASSP 2024: 1406-1410 - [c73]Yong Ren, Tao Wang, Jiangyan Yi, Le Xu, Jianhua Tao, Chu Yuan Zhang, Junzuo Zhou:
Fewer-Token Neural Speech Codec with Time-Invariant Codes. ICASSP 2024: 12737-12741 - [c72]Cunhang Fan, Jingjing Zhang, Hongyu Zhang, Wang Xiang, Jianhua Tao, Xinhui Li, Jiangyan Yi, Dianbo Sui, Zhao Lv:
MSFNet: Multi-Scale Fusion Network for Brain-Controlled Speaker Extraction. ACM Multimedia 2024: 1652-1661 - [c71]Hao Gu, Jiangyan Yi, Chenglong Wang, Yong Ren, Jianhua Tao, Xinrui Yan, Yujie Chen, Xiaohui Zhang:
Utilizing Speaker Profiles for Impersonation Audio Detection. ACM Multimedia 2024: 1961-1970 - [c70]Zheng Lian, Haiyang Sun, Licai Sun, Zhuofan Wen, Siyuan Zhang, Shun Chen, Hao Gu, Jinming Zhao, Ziyang Ma, Xie Chen, Jiangyan Yi, Rui Liu, Kele Xu, Bin Liu, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao:
MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition. MRAC@MM 2024: 41-48 - [i65]Zheng Lian, Haiyang Sun, Licai Sun, Zhuofan Wen, Siyuan Zhang, Shun Chen, Hao Gu, Jinming Zhao, Ziyang Ma, Xie Chen, Jiangyan Yi, Rui Liu, Kele Xu, Bin Liu, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao:
MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition. CoRR abs/2404.17113 (2024) - [i64]Xiaohui Zhang, Jiangyan Yi, Jianhua Tao:
EVDA: Evolving Deepfake Audio Detection Continual Learning Benchmark. CoRR abs/2405.08596 (2024) - [i63]Junzuo Zhou, Jiangyan Yi, Tao Wang, Jianhua Tao, Ye Bai, Chu Yuan Zhang, Yong Ren, Zhengqi Wen:
TraceableSpeech: Towards Proactively Traceable Text-to-Speech with Watermarking. CoRR abs/2406.04840 (2024) - [i62]Yujie Chen, Jiangyan Yi, Jun Xue, Chenglong Wang, Xiaohui Zhang, Shunbo Dong, Siding Zeng, Jianhua Tao, Zhao Lv, Cunhang Fan:
RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection. CoRR abs/2406.06086 (2024) - [i61]Cunhang Fan, Shunbo Dong, Jun Xue, Yujie Chen, Jiangyan Yi, Zhao Lv:
Frequency-mix Knowledge Distillation for Fake Speech Detection. CoRR abs/2406.09664 (2024) - [i60]Zheng Lian, Haiyang Sun, Licai Sun, Jiangyan Yi, Bin Liu, Jianhua Tao:
AffectGPT: Dataset and Framework for Explainable Multimodal Emotion Recognition. CoRR abs/2407.07653 (2024) - [i59]Siding Zeng, Jiangyan Yi, Jianhua Tao, Yujie Chen, Shan Liang, Yong Ren, Xiaohui Zhang:
An Unsupervised Domain Adaptation Method for Locating Manipulated Region in partially fake Audio. CoRR abs/2407.08239 (2024) - [i58]Jiafeng Zhong, Bin Li, Jiangyan Yi:
Enhancing Partially Spoofed Audio Localization with Boundary-aware Attention Mechanism. CoRR abs/2407.21611 (2024) - [i57]Jiangyan Yi, Chu Yuan Zhang, Jianhua Tao, Chenglong Wang, Xinrui Yan, Yong Ren, Hao Gu, Junzuo Zhou:
ADD 2023: Towards Audio Deepfake Detection and Analysis in the Wild. CoRR abs/2408.04967 (2024) - [i56]Chunyu Qiang, Wang Geng, Yi Zhao, Ruibo Fu, Tao Wang, Cheng Gong, Tianrui Wang, Qiuyu Liu, Jiangyan Yi, Zhengqi Wen, Chen Zhang, Hao Che, Longbiao Wang, Jiangwu Dang, Jianhua Tao:
VQ-CTAP: Cross-Modal Fine-Grained Sequence Representation Learning for Speech Processing. CoRR abs/2408.05758 (2024) - [i55]Hao Gu, Jiangyan Yi, Chenglong Wang, Yong Ren, Jianhua Tao, Xinrui Yan, Yujie Chen, Xiaohui Zhang:
Utilizing Speaker Profiles for Impersonation Audio Detection. CoRR abs/2408.17009 (2024) - [i54]Junzuo Zhou, Jiangyan Yi, Yong Ren, Jianhua Tao, Tao Wang, Chu Yuan Zhang:
WMCodec: End-to-End Neural Speech Codec with Deep Watermarking for Authenticity Verification. CoRR abs/2409.12121 (2024) - [i53]Zheng Lian, Haiyang Sun, Licai Sun, Lan Chen, Haoyu Chen, Hao Gu, Zhuofan Wen, Shun Chen, Siyuan Zhang, Hailiang Yao, Mingyu Xu, Kang Chen, Bin Liu, Rui Liu, Shan Liang, Ya Li, Jiangyan Yi, Jianhua Tao:
Open-vocabulary Multimodal Emotion Recognition: Dataset, Metric, and Benchmark. CoRR abs/2410.01495 (2024) - 2023
- [j14]Jiangyan Yi, Jianhua Tao, Ye Bai, Zhengkun Tian, Cunhang Fan:
Transfer knowledge for punctuation prediction via adversarial training. Speech Commun. 149: 1-10 (2023) - [j13]Cunhang Fan, Jun Xue, Shunbo Dong, Mingming Ding, Jiangyan Yi, Jinpeng Li, Zhao Lv:
Subband fusion of complex spectrogram for fake speech detection. Speech Commun. 155: 102988 (2023) - [j12]Jiangyan Yi, Jianhua Tao, Ruibo Fu, Tao Wang, Chu Yuan Zhang, Chenglong Wang:
Adversarial Multi-Task Learning for Mandarin Prosodic Boundary Prediction With Multi-Modal Embeddings. IEEE ACM Trans. Audio Speech Lang. Process. 31: 2963-2973 (2023) - [c69]Yi Lu, Ruibo Fu, Xin Qi, Zhengqi Wen, Jianhua Tao, Jiangyan Yi, Tao Wang, Yong Ren, Chuyuan Zhang, Chenyu Yang, Wenling Shi:
The VIBVG Speech Synthesis System for Blizzard Challenge 2023. Blizzard Challenge 2023 - [c68]Xiaohui Zhang, Mangui Liang, Zhengkun Tian, Jiangyan Yi, Jianhua Tao:
TST: Time-Sparse Transducer for Automatic Speech Recognition. CICAI (2) 2023: 68-80 - [c67]Xiaohui Zhang, Jiangyan Yi, Jianhua Tao, Chenglong Wang, Le Xu, Ruibo Fu:
Adaptive Fake Audio Detection with Low-Rank Model Squeezing. DADA@IJCAI 2023: 95-100 - [c66]Chenglong Wang, Jiangyan Yi, Xiaohui Zhang, Jianhua Tao, Xinrui Yan, Le Xu, Ruibo Fu:
Low-rank Adaptation Method for Wav2vec2-based Fake Audio Detection. DADA@IJCAI 2023: 101-106 - [c65]Jiangyan Yi, Jianhua Tao, Ruibo Fu, Xinrui Yan, Chenglong Wang, Tao Wang, Chu Yuan Zhang, Xiaohui Zhang, Yan Zhao, Yong Ren, Le Xu, Junzuo Zhou, Hao Gu, Zhengqi Wen, Shan Liang, Zheng Lian, Shuai Nie, Haizhou Li:
ADD 2023: the Second Audio Deepfake Detection Challenge. DADA@IJCAI 2023: 125-130 - [c64]Guanjun Li, Wei Xue, Wenju Liu, Jiangyan Yi, Jianhua Tao:
GCC-Speaker: Target Speaker Localization with Optimal Speaker-Dependent Weighting in Multi-Speaker Scenarios. ICASSP 2023: 1-5 - [c63]Jun Xue, Cunhang Fan, Jiangyan Yi, Chenglong Wang, Zhengqi Wen, Dan Zhang, Zhao Lv:
Learning From Yourself: A Self-Distillation Method For Fake Speech Detection. ICASSP 2023: 1-5 - [c62]Xiaohui Zhang, Jiangyan Yi, Jianhua Tao, Chenglong Wang, Chu Yuan Zhang:
Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection. ICML 2023: 41819-41831 - [c61]Chenglong Wang, Jiangyan Yi, Jianhua Tao, Chu Yuan Zhang, Shuai Zhang, Ruibo Fu, Xun Chen:
TO-Rawnet: Improving RawNet with TCN and Orthogonal Regularization for Fake Audio Detection. INTERSPEECH 2023: 3137-3141 - [c60]Chenglong Wang, Jiangyan Yi, Jianhua Tao, Chu Yuan Zhang, Shuai Zhang, Xun Chen:
Detection of Cross-Dataset Fake Audio Based on Prosodic and Pronunciation Features. INTERSPEECH 2023: 3844-3848 - [c59]Zheng Lian, Haiyang Sun, Licai Sun, Kang Chen, Mingyu Xu, Kexin Wang, Ke Xu, Yu He, Ying Li, Jinming Zhao, Ye Liu, Bin Liu, Jiangyan Yi, Meng Wang, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao:
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning. ACM Multimedia 2023: 9610-9614 - [e2]Jianhua Tao, Haizhou Li, Jiangyan Yi, Cunhang Fan:
Proceedings of the Workshop on Deepfake Audio Detection and Analysis co-located with 32th International Joint Conference on Artificial Intelligence (IJCAI 2023), Macao, China, August 19, 2023. CEUR Workshop Proceedings 3597, CEUR-WS.org 2023 [contents] - [i52]Haogeng Liu, Tao Wang, Ruibo Fu, Jiangyan Yi, Zhengqi Wen, Jianhua Tao:
UnifySpeech: A Unified Framework for Zero-shot Text-to-Speech and Voice Conversion. CoRR abs/2301.03801 (2023) - [i51]Jun Xue, Cunhang Fan, Jiangyan Yi, Chenglong Wang, Zhengqi Wen, Dan Zhang, Zhao Lv:
Learning From Yourself: A Self-Distillation Method for Fake Speech Detection. CoRR abs/2303.01211 (2023) - [i50]Zheng Lian, Haiyang Sun, Licai Sun, Jinming Zhao, Ye Liu, Bin Liu, Jiangyan Yi, Meng Wang, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao:
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning. CoRR abs/2304.08981 (2023) - [i49]Chenglong Wang, Jiangyan Yi, Jianhua Tao, Chu Yuan Zhang, Shuai Zhang, Xun Chen:
Detection of Cross-Dataset Fake Audio Based on Prosodic and Pronunciation Features. CoRR abs/2305.13700 (2023) - [i48]Chenglong Wang, Jiangyan Yi, Jianhua Tao, Chuyuan Zhang, Shuai Zhang, Ruibo Fu, Xun Chen:
TO-Rawnet: Improving RawNet with TCN and Orthogonal Regularization for Fake Audio Detection. CoRR abs/2305.13701 (2023) - [i47]Jiangyan Yi, Jianhua Tao, Ruibo Fu, Xinrui Yan, Chenglong Wang, Tao Wang, Chu Yuan Zhang, Xiaohui Zhang, Yan Zhao, Yong Ren, Le Xu, Junzuo Zhou, Hao Gu, Zhengqi Wen, Shan Liang, Zheng Lian, Shuai Nie, Haizhou Li:
ADD 2023: the Second Audio Deepfake Detection Challenge. CoRR abs/2305.13774 (2023) - [i46]Xiaohui Zhang, Jiangyan Yi, Jianhua Tao, Chenlong Wang, Le Xu, Ruibo Fu:
Adaptive Fake Audio Detection with Low-Rank Model Squeezing. CoRR abs/2306.04956 (2023) - [i45]Chenglong Wang, Jiangyan Yi, Xiaohui Zhang, Jianhua Tao, Le Xu, Ruibo Fu:
Low-rank Adaptation Method for Wav2vec2-based Fake Audio Detection. CoRR abs/2306.05617 (2023) - [i44]Xiaohui Zhang, Mangui Liang, Zhengkun Tian, Jiangyan Yi, Jianhua Tao:
TST: Time-Sparse Transducer for Automatic Speech Recognition. CoRR abs/2307.08323 (2023) - [i43]Xiaohui Zhang, Jiangyan Yi, Jianhua Tao, Chenglong Wang, Chuyuan Zhang:
Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection. CoRR abs/2308.03300 (2023) - [i42]Cunhang Fan, Jun Xue, Jianhua Tao, Jiangyan Yi, Chenglong Wang, Chengshi Zheng, Zhao Lv:
Spatial Reconstructed Local Attention Res2Net with F0 Subband for Fake Speech Detection. CoRR abs/2308.09944 (2023) - [i41]Jiangyan Yi, Chenglong Wang, Jianhua Tao, Xiaohui Zhang, Chu Yuan Zhang, Yan Zhao:
Audio Deepfake Detection: A Survey. CoRR abs/2308.14970 (2023) - [i40]Chu Yuan Zhang, Jiangyan Yi, Jianhua Tao, Chenglong Wang, Xinrui Yan:
Distinguishing Neural Speech Synthesis Models Through Fingerprints in Speech Waveforms. CoRR abs/2309.06780 (2023) - [i39]Cunhang Fan, Hongyu Zhang, Wei Huang, Jun Xue, Jianhua Tao, Jiangyan Yi, Zhao Lv, Xiaopei Wu:
DGSD: Dynamical Graph Self-Distillation for EEG-Based Auditory Spatial Attention Detection. CoRR abs/2309.07147 (2023) - [i38]Le Xu, Jiangyan Yi, Jianhua Tao, Tao Wang, Yong Ren, Rongxiu Zhong:
Controllable Residual Speaker Representation for Voice Conversion. CoRR abs/2309.08166 (2023) - [i37]Yong Ren, Tao Wang, Jiangyan Yi, Le Xu, Jianhua Tao, Chuyuan Zhang, Junzuo Zhou:
Fewer-token Neural Speech Codec with Time-invariant Codes. CoRR abs/2310.00014 (2023) - [i36]Cunhang Fan, Mingming Ding, Jianhua Tao, Ruibo Fu, Jiangyan Yi, Zhengqi Wen, Zhao Lv:
Learning to Behave Like Clean Speech: Dual-Branch Knowledge Distillation for Noise-Robust Fake Audio Detection. CoRR abs/2310.08869 (2023) - [i35]Xiaohui Zhang, Jiangyan Yi, Chenglong Wang, Chuyuan Zhang, Siding Zeng, Jianhua Tao:
What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection. CoRR abs/2312.09651 (2023) - 2022
- [j11]Zhengkun Tian, Jiangyan Yi, Jianhua Tao, Shuai Zhang, Zhengqi Wen:
Hybrid Autoregressive and Non-Autoregressive Transformer Models for Speech Recognition. IEEE Signal Process. Lett. 29: 762-766 (2022) - [j10]Tao Wang, Ruibo Fu, Jiangyan Yi, Jianhua Tao, Zhengqi Wen:
NeuralDPS: Neural Deterministic Plus Stochastic Model With Multiband Excitation for Noise-Controllable Waveform Generation. IEEE ACM Trans. Audio Speech Lang. Process. 30: 865-878 (2022) - [j9]Tao Wang, Jiangyan Yi, Ruibo Fu, Jianhua Tao, Zhengqi Wen:
CampNet: Context-Aware Mask Prediction for End-to-End Text-Based Speech Editing. IEEE ACM Trans. Audio Speech Lang. Process. 30: 2241-2254 (2022) - [c58]Kanghao Zhang, Shan Liang, Shuai Nie, Shulin He, Jiahui Pan, Xueliang Zhang, Haoxin Ma, Jiangyan Yi:
A Robust Deep Audio Splicing Detection Method via Singularity Detection Feature. ICASSP 2022: 2919-2923 - [c57]Tao Wang, Jiangyan Yi, Liqun Deng, Ruibo Fu, Jianhua Tao, Zhengqi Wen:
Context-Aware Mask Prediction Network for End-to-End Text-Based Speech Editing. ICASSP 2022: 6082-6086 - [c56]Jiangyan Yi, Ruibo Fu, Jianhua Tao, Shuai Nie, Haoxin Ma, Chenglong Wang, Tao Wang, Zhengkun Tian, Ye Bai, Cunhang Fan, Shan Liang, Shiming Wang, Shuai Zhang, Xinrui Yan, Le Xu, Zhengqi Wen, Haizhou Li:
ADD 2022: the first Audio Deep Synthesis Detection Challenge. ICASSP 2022: 9216-9220 - [c55]Shuai Zhang, Jiangyan Yi, Zhengkun Tian, Jianhua Tao, Yu Ting Yeung, Liqun Deng:
reducing multilingual context confusion for end-to-end code-switching automatic speech recognition. INTERSPEECH 2022: 3894-3898 - [c54]Jun Xue, Cunhang Fan, Zhao Lv, Jianhua Tao, Jiangyan Yi, Chengshi Zheng, Zhengqi Wen, Minmin Yuan, Shegang Shao:
Audio Deepfake Detection Based on a Combination of F0 Information and Real Plus Imaginary Spectrogram Features. DDAM@MM 2022: 19-26 - [c53]Chenglong Wang, Jiangyan Yi, Jianhua Tao, Haiyang Sun, Xun Chen, Zhengkun Tian, Haoxin Ma, Cunhang Fan, Ruibo Fu:
Fully Automated End-to-End Fake Audio Detection. DDAM@MM 2022: 27-33 - [c52]Tao Wang, Ruibo Fu, Jiangyan Yi, Zhengqi Wen, Jianhua Tao:
Singing-Tacotron: Global Duration Control Attention and Dynamic Filter for End-to-end Singing Voice Synthesis. DDAM@MM 2022: 53-59 - [c51]Xinrui Yan, Jiangyan Yi, Jianhua Tao, Chenglong Wang, Haoxin Ma, Tao Wang, Shiming Wang, Ruibo Fu:
An Initial Investigation for Detecting Vocoder Fingerprints of Fake Audio. DDAM@MM 2022: 61-68 - [c50]Jianhua Tao, Jiangyan Yi, Cunhang Fan, Ruibo Fu, Shan Liang, Pengyuan Zhang, Haizhou Li, Helen Meng, Dong Yu, Masato Akagi:
DDAM '22: 1st International Workshop on Deepfake Detection for Audio Multimedia. ACM Multimedia 2022: 7405-7406 - [e1]Jianhua Tao, Haizhou Li, Helen Meng, Dong Yu, Masato Akagi, Jiangyan Yi, Cunhang Fan, Ruibo Fu, Shan Lian, Pengyuan Zhang:
DDAM@MM 2022: Proceedings of the 1st International Workshop on Deepfake Detection for Audio Multimedia, Lisboa, Portugal, 14 October 2022. ACM 2022, ISBN 978-1-4503-9496-3 [contents] - [i34]Shuai Zhang, Jiangyan Yi, Zhengkun Tian, Jianhua Tao, Yu Ting Yeung, Liqun Deng:
Reducing language context confusion for end-to-end code-switching automatic speech recognition. CoRR abs/2201.12155 (2022) - [i33]Tao Wang, Ruibo Fu, Jiangyan Yi, Jianhua Tao, Zhengqi Wen:
Singing-Tacotron: Global duration control attention and dynamic filter for End-to-end singing voice synthesis. CoRR abs/2202.07907 (2022) - [i32]Jiangyan Yi, Ruibo Fu, Jianhua Tao, Shuai Nie, Haoxin Ma, Chenglong Wang, Tao Wang, Zhengkun Tian, Ye Bai, Cunhang Fan, Shan Liang, Shiming Wang, Shuai Zhang, Xinrui Yan, Le Xu, Zhengqi Wen, Haizhou Li, Zheng Lian, Bin Liu:
ADD 2022: the First Audio Deep Synthesis Detection Challenge. CoRR abs/2202.08433 (2022) - [i31]Tao Wang, Jiangyan Yi, Ruibo Fu, Jianhua Tao, Zhengqi Wen:
CampNet: Context-Aware Mask Prediction for End-to-End Text-Based Speech Editing. CoRR abs/2202.09950 (2022) - [i30]Tao Wang, Ruibo Fu, Jiangyan Yi, Jianhua Tao, Zhengqi Wen:
NeuralDPS: Neural Deterministic Plus Stochastic Model with Multiband Excitation for Noise-Controllable Waveform Generation. CoRR abs/2203.02678 (2022) - [i29]Jun Xue, Cunhang Fan, Zhao Lv, Jianhua Tao, Jiangyan Yi, Chengshi Zheng, Zhengqi Wen, Minmin Yuan, Shegang Shao:
Audio Deepfake Detection Based on a Combination of F0 Information and Real Plus Imaginary Spectrogram Features. CoRR abs/2208.01214 (2022) - [i28]Chenglong Wang, Jiangyan Yi, Jianhua Tao, Haiyang Sun, Xun Chen, Zhengkun Tian, Haoxin Ma, Cunhang Fan, Ruibo Fu:
Fully Automated End-to-End Fake Audio Detection. CoRR abs/2208.09618 (2022) - [i27]Xinrui Yan, Jiangyan Yi, Jianhua Tao, Chenglong Wang, Haoxin Ma, Tao Wang, Shiming Wang, Ruibo Fu:
An Initial Investigation for Detecting Vocoder Fingerprints of Fake Audio. CoRR abs/2208.09646 (2022) - [i26]Xinrui Yan, Jiangyan Yi, Jianhua Tao, Chenglong Wang, Haoxin Ma, Zhengkun Tian, Ruibo Fu:
System Fingerprints Detection for DeepFake Audio: An Initial Dataset and Investigation. CoRR abs/2208.10489 (2022) - [i25]Chunyu Qiang, Jianhua Tao, Ruibo Fu, Zhengqi Wen, Jiangyan Yi, Tao Wang, Shiming Wang:
Text Enhancement for Paragraph Processing in End-to-End Code-switching TTS. CoRR abs/2210.11429 (2022) - [i24]Yan Zhao, Jiangyan Yi, Jianhua Tao, Chenglong Wang, Chu Yuan Zhang, Tao Wang, Yongfeng Dong:
EmoFake: An Initial Dataset for Emotion Fake Audio Detection. CoRR abs/2211.05363 (2022) - [i23]Jiangyan Yi, Chenglong Wang, Jianhua Tao, Zhengkun Tian, Cunhang Fan, Haoxin Ma, Ruibo Fu:
SceneFake: An Initial Dataset and Benchmarks for Scene Fake Audio Detection. CoRR abs/2211.06073 (2022) - [i22]Tao Wang, Jiangyan Yi, Ruibo Fu, Jianhua Tao, Zhengqi Wen, Chu Yuan Zhang:
Emotion Selectable End-to-End Text-based Speech Editing. CoRR abs/2212.10191 (2022) - 2021
- [j8]Cunhang Fan, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Bin Liu, Zhengqi Wen:
Gated Recurrent Fusion With Joint Training Framework for Robust End-to-End Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 29: 198-209 (2021) - [j7]Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengqi Wen, Zhengkun Tian, Shuai Zhang:
Integrating Knowledge Into End-to-End Speech Recognition From External Text-Only Data. IEEE ACM Trans. Audio Speech Lang. Process. 29: 1340-1351 (2021) - [j6]Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen, Shuai Zhang:
Fast End-to-End Speech Recognition Via Non-Autoregressive Models and Cross-Modal Knowledge Transferring From BERT. IEEE ACM Trans. Audio Speech Lang. Process. 29: 1897-1911 (2021) - [c49]Zhengkun Tian, Jiangyan Yi, Ye Bai, Jianhua Tao, Shuai Zhang, Zhengqi Wen:
One In A Hundred: Selecting the Best Predicted Sequence from Numerous Candidates for Speech Recognition. APSIPA ASC 2021: 454-459 - [c48]Shiming Wang, Zhenhua Ling, Ruibo Fu, Jiangyan Yi, Jianhua Tao:
Patnet : A Phoneme-Level Autoregressive Transformer Network for Speech Synthesis. ICASSP 2021: 5684-5688 - [c47]Shuai Zhang, Jiangyan Yi, Zhengkun Tian, Ye Bai, Jianhua Tao, Zhengqi Wen:
Decoupling Pronunciation and Language for End-to-End Code-Switching Automatic Speech Recognition. ICASSP 2021: 6249-6253 - [c46]Ruibo Fu, Jianhua Tao, Zhengqi Wen, Jiangyan Yi, Tao Wang, Chunyu Qiang:
Bi-Level Style and Prosody Decoupling Modeling for Personalized End-to-End Speech Synthesis. ICASSP 2021: 6568-6572 - [c45]Tao Wang, Ruibo Fu, Jiangyan Yi, Jianhua Tao, Zhengqi Wen, Chunyu Qiang, Shiming Wang:
Prosody and Voice Factorization for Few-Shot Speaker Adaptation in the Challenge M2voc 2021. ICASSP 2021: 8603-8607 - [c44]Shuai Zhang, Jiangyan Yi, Zhengkun Tian, Ye Bai, Jianhua Tao, Xuefei Liu, Zhengqi Wen:
End-to-End Spelling Correction Conditioned on Acoustic Feature for Code-Switching Speech Recognition. Interspeech 2021: 266-270 - [c43]Haoxin Ma, Jiangyan Yi, Jianhua Tao, Ye Bai, Zhengkun Tian, Chenglong Wang:
Continual Learning for Fake Audio Detection. Interspeech 2021: 886-890 - [c42]Jiangyan Yi, Ye Bai, Jianhua Tao, Haoxin Ma, Zhengkun Tian, Chenglong Wang, Tao Wang, Ruibo Fu:
Half-Truth: A Partially Fake Audio Detection Dataset. Interspeech 2021: 1654-1658 - [c41]Zhengkun Tian, Jiangyan Yi, Ye Bai, Jianhua Tao, Shuai Zhang, Zhengqi Wen:
FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization. Interspeech 2021: 4034-4038 - [c40]Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen, Leichao Song:
Deep Time Delay Neural Network for Speech Enhancement with Full Data Learning. ISCSLP 2021: 1-5 - [c39]Chunyu Qiang, Jianhua Tao, Ruibo Fu, Zhengqi Wen, Jiangyan Yi, Tao Wang, Shiming Wang:
Text Enhancement for Paragraph Processing in End-to-End Code-switching TTS. ISCSLP 2021: 1-5 - [c38]Chenglong Wang, Jiangyan Yi, Jianhua Tao, Ye Bai, Zhengkun Tian:
Hierarchically Attending Time-Frequency and Channel Features for Improving Speaker Verification. ISCSLP 2021: 1-5 - [c37]Shuai Zhang, Jiangyan Yi, Zhengkun Tian, Jianhua Tao, Ye Bai:
Rnn-transducer With Language Bias For End-to-end Mandarin-English Code-switching Speech Recognition. ISCSLP 2021: 1-5 - [i21]Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen, Shuai Zhang:
Fast End-to-End Speech Recognition via a Non-Autoregressive Model and Cross-Modal Knowledge Transferring from BERT. CoRR abs/2102.07594 (2021) - [i20]Zhengkun Tian, Jiangyan Yi, Jianhua Tao, Ye Bai, Shuai Zhang, Zhengqi Wen, Xuefei Liu:
TSNAT: Two-Step Non-Autoregressvie Transformer Models for Speech Recognition. CoRR abs/2104.01522 (2021) - [i19]Zhengkun Tian, Jiangyan Yi, Ye Bai, Jianhua Tao, Shuai Zhang, Zhengqi Wen:
FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization. CoRR abs/2104.02882 (2021) - [i18]Jiangyan Yi, Ye Bai, Jianhua Tao, Zhengkun Tian, Chenglong Wang, Tao Wang, Ruibo Fu:
Half-Truth: A Partially Fake Audio Detection Dataset. CoRR abs/2104.03617 (2021) - [i17]Haoxin Ma, Jiangyan Yi, Jianhua Tao, Ye Bai, Zhengkun Tian, Chenglong Wang:
Continual Learning for Fake Audio Detection. CoRR abs/2104.07286 (2021) - 2020
- [j5]Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen, Xuefei Liu:
End-to-End Post-Filter for Speech Separation With Deep Attention Fusion Features. IEEE ACM Trans. Audio Speech Lang. Process. 28: 1303-1314 (2020) - [j4]Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengqi Wen, Cunhang Fan:
A Public Chinese Dataset for Language Model Adaptation. J. Signal Process. Syst. 92(8): 839-851 (2020) - [c36]Ruibo Fu, Jianhua Tao, Zhengqi Wen, Jiangyan Yi, Tao Wang:
Focusing on Attention: Prosody Transfer and Adaptative Optimization Strategy for Multi-Speaker End-to-End Speech Synthesis. ICASSP 2020: 6709-6713 - [c35]Zhengkun Tian, Jiangyan Yi, Ye Bai, Jianhua Tao, Shuai Zhang, Zhengqi Wen:
Synchronous Transformers for end-to-end Speech Recognition. ICASSP 2020: 7884-7888 - [c34]Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Ye Bai, Cunhang Fan:
Focal Loss for Punctuation Prediction. INTERSPEECH 2020: 721-725 - [c33]Tao Wang, Jianhua Tao, Ruibo Fu, Jiangyan Yi, Zhengqi Wen, Rongxiu Zhong:
Spoken Content and Voice Factorization for Few-Shot Speaker Adaptation. INTERSPEECH 2020: 796-800 - [c32]Ruibo Fu, Jianhua Tao, Zhengqi Wen, Jiangyan Yi, Chunyu Qiang, Tao Wang:
Dynamic Soft Windowing and Language Dependent Style Token for Code-Switching End-to-End Speech Synthesis. INTERSPEECH 2020: 2937-2941 - [c31]Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen:
Gated Recurrent Fusion of Spatial and Spectral Features for Multi-Channel Speech Separation with Deep Embedding Representations. INTERSPEECH 2020: 3321-3325 - [c30]Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen, Shuai Zhang:
Listen Attentively, and Spell Once: Whole Sentence Generation via a Non-Autoregressive Architecture for Low-Latency Speech Recognition. INTERSPEECH 2020: 3381-3385 - [c29]Tao Wang, Xuefei Liu, Jianhua Tao, Jiangyan Yi, Ruibo Fu, Zhengqi Wen:
Non-Autoregressive End-to-End TTS with Coarse-to-Fine Decoding. INTERSPEECH 2020: 3984-3988 - [c28]Tao Wang, Jianhua Tao, Ruibo Fu, Jiangyan Yi, Zhengqi Wen, Chunyu Qiang:
Bi-Level Speaker Supervision for One-Shot Speech Synthesis. INTERSPEECH 2020: 3989-3993 - [c27]Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen:
Joint Training for Simultaneous Speech Denoising and Dereverberation with Deep Embedding Representations. INTERSPEECH 2020: 4536-4540 - [c26]Ruibo Fu, Jianhua Tao, Zhengqi Wen, Jiangyan Yi, Tao Wang, Chunyu Qiang:
Dynamic Speaker Representations Adjustment and Decoder Factorization for Speaker Adaptation in End-to-End Speech Synthesis. INTERSPEECH 2020: 4701-4705 - [c25]Zhengkun Tian, Jiangyan Yi, Jianhua Tao, Ye Bai, Shuai Zhang, Zhengqi Wen:
Spike-Triggered Non-Autoregressive Transformer for End-to-End Speech Recognition. INTERSPEECH 2020: 5026-5030 - [i16]Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen:
Spatial and spectral deep attention fusion for multi-channel speech separation using deep embedding features. CoRR abs/2002.01626 (2020) - [i15]Shuai Zhang, Jiangyan Yi, Zhengkun Tian, Jianhua Tao, Ye Bai:
Rnn-transducer with language bias for end-to-end Mandarin-English code-switching speech recognition. CoRR abs/2002.08126 (2020) - [i14]Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen, Xuefei Liu:
Deep Attention Fusion Feature for Speech Separation with End-to-End Post-filter Method. CoRR abs/2003.07544 (2020) - [i13]Jiangyan Yi, Jianhua Tao, Ye Bai, Zhengkun Tian, Cunhang Fan:
Adversarial Transfer Learning for Punctuation Restoration. CoRR abs/2004.00248 (2020) - [i12]Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen:
Simultaneous Denoising and Dereverberation Using Deep Embedding Features. CoRR abs/2004.02420 (2020) - [i11]Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen, Shuai Zhang:
Listen Attentively, and Spell Once: Whole Sentence Generation via a Non-Autoregressive Architecture for Low-Latency Speech Recognition. CoRR abs/2005.04862 (2020) - [i10]Zhengkun Tian, Jiangyan Yi, Jianhua Tao, Ye Bai, Shuai Zhang, Zhengqi Wen:
Spike-Triggered Non-Autoregressive Transformer for End-to-End Speech Recognition. CoRR abs/2005.07903 (2020) - [i9]Shuai Zhang, Jiangyan Yi, Zhengkun Tian, Ye Bai, Jianhua Tao, Zhengqi Wen:
Decoupling Pronunciation and Language for End-to-end Code-switching Automatic Speech Recognition. CoRR abs/2010.14798 (2020) - [i8]Cunhang Fan, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Bin Liu, Zhengqi Wen:
Gated Recurrent Fusion with Joint Training Framework for Robust End-to-End Speech Recognition. CoRR abs/2011.04249 (2020) - [i7]Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen, Leichao Song:
Deep Time Delay Neural Network for Speech Enhancement with Full Data Learning. CoRR abs/2011.05591 (2020)
2010 – 2019
- 2019
- [j3]Jiangyan Yi, Jianhua Tao, Zhengqi Wen, Ye Bai:
Language-Adversarial Transfer Learning for Low-Resource Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 27(3): 621-630 (2019) - [j2]Yibin Zheng, Jianhua Tao, Zhengqi Wen, Jiangyan Yi:
Forward-Backward Decoding Sequence for Regularizing End-to-End TTS. IEEE ACM Trans. Audio Speech Lang. Process. 27(12): 2067-2079 (2019) - [c24]Jiangyan Yi, Jianhua Tao:
Distilling Knowledge for Distant Speech Recognition via Parallel Data. APSIPA 2019: 170-175 - [c23]Jiangyan Yi, Jianhua Tao:
Batch Normalization based Unsupervised Speaker Adaptation for Acoustic Models. APSIPA 2019: 176-180 - [c22]Qiuxian Zhang, Jiangyan Yi, Jianhua Tao, Mingliang Gu, Yong Ma:
Focal Loss for End-to-end Short Utterances Chinese Dialect Identification. APSIPA 2019: 397-401 - [c21]Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen, Ye Bai:
Noise Prior Knowledge Learning for Speech Enhancement via Gated Convolutional Generative Adversarial Network. APSIPA 2019: 662-666 - [c20]Haoxin Ma, Ye Bai, Jiangyan Yi, Jianhua Tao:
Hypersphere Embedding and Additive Margin for Query-by-example Keyword Spotting. APSIPA 2019: 868-872 - [c19]Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengqi Wen, Bin Liu:
Voice Activity Detection Based on Time-Delay Neural Networks. APSIPA 2019: 1173-1178 - [c18]Jiangyan Yi, Jianhua Tao, Ye Bai:
Language-invariant Bottleneck Features from Adversarial End-to-end Acoustic Models for Low Resource Speech Recognition. ICASSP 2019: 6071-6075 - [c17]Jiangyan Yi, Jianhua Tao:
Self-attention Based Model for Punctuation Prediction Using Word and Speech Embeddings. ICASSP 2019: 7270-7274 - [c16]Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengqi Wen, Zhengkun Tian, Chenghao Zhao, Cunhang Fan:
A Time Delay Neural Network with Shared Weight Self-Attention for Small-Footprint Keyword Spotting. INTERSPEECH 2019: 2190-2194 - [c15]Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen:
Learn Spelling from Teachers: Transferring Knowledge from Language Models to Sequence-to-Sequence Speech Recognition. INTERSPEECH 2019: 3795-3799 - [c14]Zhengkun Tian, Jiangyan Yi, Jianhua Tao, Ye Bai, Zhengqi Wen:
Self-Attention Transducers for End-to-End Speech Recognition. INTERSPEECH 2019: 4395-4399 - [c13]Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen:
Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features. INTERSPEECH 2019: 4599-4603 - [i6]Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen:
Learn Spelling from Teachers: Transferring Knowledge from Language Models to Sequence-to-Sequence Speech Recognition. CoRR abs/1907.06017 (2019) - [i5]Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen:
Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features. CoRR abs/1907.09884 (2019) - [i4]Zhengkun Tian, Jiangyan Yi, Jianhua Tao, Ye Bai, Zhengqi Wen:
Self-Attention Transducers for End-to-End Speech Recognition. CoRR abs/1909.13037 (2019) - [i3]Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen, Shuai Zhang:
Integrating Whole Context to Sequence-to-sequence Speech Recognition. CoRR abs/1912.01777 (2019) - [i2]Zhengkun Tian, Jiangyan Yi, Ye Bai, Jianhua Tao, Shuai Zhang, Zhengqi Wen:
Synchronous Transformers for End-to-End Speech Recognition. CoRR abs/1912.02958 (2019) - 2018
- [j1]Jiangyan Yi, Zhengqi Wen, Jianhua Tao, Hao Ni, Bin Liu:
CTC Regularized Model Adaptation for Improving LSTM RNN Based Multi-Accent Mandarin Speech Recognition. J. Signal Process. Syst. 90(7): 985-997 (2018) - [c12]Jiangyan Yi, Jianhua Tao, Zhengqi Wen, Ye Bai:
Adversarial Multilingual Training for Low-Resource Speech Recognition. ICASSP 2018: 4899-4903 - [c11]Jian Huang, Ya Li, Jianhua Tao, Zheng Lian, Jiangyan Yi:
End-to-End Continuous Emotion Recognition from Video Using 3D Convlstm Networks. ICASSP 2018: 6837-6841 - [c10]Zhiquan Feng, Tao Xu, Xiaohui Yang, Jinglan Tian, Jiangyan Yi, Ke Zhao:
Research on Dynamic and Static Fusion Polymorphic Gesture Recognition Algorithm for Interactive Teaching Interface. ICCSIP (2) 2018: 104-115 - [c9]Cunhang Fan, Bin Liu, Jianhua Tao, Zhengqi Wen, Jiangyan Yi, Ye Bai:
Utterance-level Permutation Invariant Training with Discriminative Learning for Single Channel Speech Separation. ISCSLP 2018: 26-30 - [c8]Ye Bai, Jianhua Tao, Jiangyan Yi, Zhengqi Wen, Cunhang Fan:
CLMAD: A Chinese Language Model Adaptation Dataset. ISCSLP 2018: 275-279 - [i1]Jiangyan Yi, Jianhua Tao, Zhengqi Wen, Bin Liu:
Distilling Knowledge Using Parallel Data for Far-field Speech Recognition. CoRR abs/1802.06941 (2018) - 2017
- [c7]Jiangyan Yi, Jianhua Tao, Zhengqi Wen, Ya Li:
Distilling Knowledge from an Ensemble of Models for Punctuation Prediction. INTERSPEECH 2017: 2779-2783 - [c6]Jian Huang, Ya Li, Jianhua Tao, Zheng Lian, Zhengqi Wen, Minghao Yang, Jiangyan Yi:
Continuous Multimodal Emotion Prediction Based on Long Short Term Memory Recurrent Neural Network. AVEC@ACM Multimedia 2017: 11-18 - 2016
- [c5]Jiangyan Yi, Hao Ni, Zhengqi Wen, Jianhua Tao:
Improving BLSTM RNN based Mandarin speech recognition using accent dependent bottleneck features. APSIPA 2016: 1-5 - [c4]Hao Ni, Jiangyan Yi, Zhengqi Wen, Jianhua Tao:
Recurrent Neural Network Based Language Model Adaptation for Accent Mandarin Speech. CCPR (2) 2016: 607-617 - [c3]Ye Bai, Jiangyan Yi, Hao Ni, Zhengqi Wen, Bin Liu, Ya Li, Jianhua Tao:
End-to-end keywords spotting based on connectionist temporal classification for Mandarin. ISCSLP 2016: 1-5 - [c2]Hao Ni, Jiangyan Yi, Zhengqi Wen, Bin Liu, Jianhua Tao:
Improving accented Mandarin speech recognition by using recurrent neural network based language model adaptation. ISCSLP 2016: 1-5 - [c1]Jiangyan Yi, Hao Ni, Zhengqi Wen, Bin Liu, Jianhua Tao:
CTC regularized model adaptation for improving LSTM RNN based multi-accent Mandarin speech recognition. ISCSLP 2016: 1-5
Coauthor Index
[j21] [j20] [j19] [j18] [j17] [j15] [c76] [c75] [c74] [c73] [c72] [c71] [c70] [i65] [i64] [i63] [i62] [i60] [i59] [i57] [i56] [i55] [i54] [i53] [j14] [j12] [c69] [c68] [c67] [c66] [c65] [c64] [c62] [c61] [c60] [c59] [e2] [i52] [i50] [i49] [i48] [i47] [i46] [i45] [i44] [i43] [i42] [i41] [i40] [i39] [i38] [i37] [i36] [i35] [j11] [j10] [j9] [c57] [c56] [c55] [c54] [c53] [c52] [c51] [c50] [e1] [i34] [i33] [i32] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [j8] [j7] [j6] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [i21] [i20] [i19] [i18] [i17] [j5] [j4] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [i16] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [j3] [j2] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [i6] [i5] [i4] [i3] [i2] [j1] [c12] [c11] [c9] [c8] [i1] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
[j21] [j15] [i63] [i56] [c69] [c65] [c63] [i52] [i51] [i47] [i36] [j11] [j10] [j9] [c57] [c56] [c54] [c52] [i33] [i32] [i31] [i30] [i29] [i25] [i22] [j8] [j7] [j6] [c49] [c47] [c46] [c45] [c44] [c41] [c40] [c39] [i21] [i20] [i19] [j5] [j4] [c36] [c35] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [i16] [i14] [i12] [i11] [i10] [i9] [i8] [i7] [j3] [j2] [c21] [c19] [c16] [c15] [c14] [c13] [i6] [i5] [i4] [i3] [i2] [j1] [c12] [c9] [c8] [i1] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
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