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Multi-Level Graph Contrastive Learning


Jul 06, 2021
Pengpeng Shao, Tong Liu, Dawei Zhang, Jianhua Tao, Feihu Che, Guohua Yang


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Continual Learning for Fake Audio Detection


Apr 15, 2021
Haoxin Ma, Jiangyan Yi, Jianhua Tao, Ye Bai, Zhengkun Tian, Chenglong Wang

* 5 pages, conference 

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Half-Truth: A Partially Fake Audio Detection Dataset


Apr 08, 2021
Jiangyan Yi, Ye Bai, Jianhua Tao, Zhengkun Tian, Chenglong Wang, Tao Wang, Ruibo Fu

* submitted to Interspeech 2021 

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FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization


Apr 07, 2021
Zhengkun Tian, Jiangyan Yi, Ye Bai, Jianhua Tao, Shuai Zhang, Zhengqi Wen

* Submitted to INTERSPEECH2021 

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TSNAT: Two-Step Non-Autoregressvie Transformer Models for Speech Recognition


Apr 04, 2021
Zhengkun Tian, Jiangyan Yi, Jianhua Tao, Ye Bai, Shuai Zhang, Zhengqi Wen, Xuefei Liu

* Submitted to Interspeech2021 

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Fast End-to-End Speech Recognition via a Non-Autoregressive Model and Cross-Modal Knowledge Transferring from BERT


Feb 20, 2021
Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen, Shuai Zhang

* 14 pages, 7 figures 

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Fast End-to-End Speech Recognition via Non-Autoregressive Models and Cross-Modal Knowledge Transferring from BERT


Feb 15, 2021
Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen, Shuai Zhang

* 14 pages, 7 figures 

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Tucker decomposition-based Temporal Knowledge Graph Completion


Nov 16, 2020
Pengpeng Shao, Guohua Yang, Dawei Zhang, Jianhua Tao, Feihu Che, Tong Liu


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Self-supervised Graph Representation Learning via Bootstrapping


Nov 12, 2020
Feihu Che, Guohua Yang, Dawei Zhang, Jianhua Tao, Pengpeng Shao, Tong Liu


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Deep Time Delay Neural Network for Speech Enhancement with Full Data Learning


Nov 11, 2020
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen, Leichao Song

* Accepted by ISCSLP 2021 

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Gated Recurrent Fusion with Joint Training Framework for Robust End-to-End Speech Recognition


Nov 09, 2020
Cunhang Fan, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Bin Liu, Zhengqi Wen

* Accepted by IEEE/ACM Transactions on Audio, Speech, and Language Processing 

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Decoupling Pronunciation and Language for End-to-end Code-switching Automatic Speech Recognition


Oct 28, 2020
Shuai Zhang, Jiangyan Yi, Zhengkun Tian, Ye Bai, Jianhua Tao, Zhengqi wen

* 5 pages, 1 figures 

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Listen Attentively, and Spell Once: Whole Sentence Generation via a Non-Autoregressive Architecture for Low-Latency Speech Recognition


May 30, 2020
Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen, Shuai Zhang

* submitted to INTERSPEECH2020 

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Spike-Triggered Non-Autoregressive Transformer for End-to-End Speech Recognition


May 16, 2020
Zhengkun Tian, Jiangyan Yi, Jianhua Tao, Ye Bai, Shuai Zhang, Zhengqi Wen

* 5 pages 

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Simultaneous Denoising and Dereverberation Using Deep Embedding Features


Apr 06, 2020
Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen


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Adversarial Transfer Learning for Punctuation Restoration


Apr 01, 2020
Jiangyan Yi, Jianhua Tao, Ye Bai, Zhengkun Tian, Cunhang Fan


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Rnn-transducer with language bias for end-to-end Mandarin-English code-switching speech recognition


Feb 19, 2020
Shuai Zhang, Jiangyan Yi, Zhengkun Tian, Jianhua Tao, Ye Bai


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Spatial and spectral deep attention fusion for multi-channel speech separation using deep embedding features


Feb 05, 2020
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen


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Synchronous Transformers for End-to-End Speech Recognition


Dec 06, 2019
Zhengkun Tian, Jiangyan Yi, Ye Bai, Jianhua Tao, Shuai Zhang, Zhengqi Wen

* Submitted to ICASSP 2020 

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Integrating Whole Context to Sequence-to-sequence Speech Recognition


Dec 04, 2019
Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen, Shuai Zhang

* 5 pages, 5 figures 

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Domain adversarial learning for emotion recognition


Oct 24, 2019
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang

* submitted to ICASSP2020 

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Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition


Oct 24, 2019
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang

* Proc. Interspeech 2019, 3840-3844 

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Conversational Emotion Analysis via Attention Mechanisms


Oct 24, 2019
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang

* Proc. Interspeech 2019, 1936-1940 

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Speech Emotion Recognition via Contrastive Loss under Siamese Networks


Oct 23, 2019
Zheng Lian, Ya Li, Jianhua Tao, Jian Huang

* ASMMC-MMAC 2018 Proceedings of the Joint Workshop of the 4th Workshop on Affective Social Multimedia Computing and first Multi-Modal Affective Computing of Large-Scale Multimedia Data 

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Self-Attention Transducers for End-to-End Speech Recognition


Sep 28, 2019
Zhengkun Tian, Jiangyan Yi, Jianhua Tao, Ye Bai, Zhengqi Wen


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Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features


Jul 23, 2019
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen

* 5 pages, 1 figure, accepted by INTERSPEECH 2019 

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Forward-Backward Decoding for Regularizing End-to-End TTS


Jul 18, 2019
Yibin Zheng, Xi Wang, Lei He, Shifeng Pan, Frank K. Soong, Zhengqi Wen, Jianhua Tao

* Accepted by INTERSPEECH2019. arXiv admin note: text overlap with arXiv:1808.04064, arXiv:1804.05374 by other authors 

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Learn Spelling from Teachers: Transferring Knowledge from Language Models to Sequence-to-Sequence Speech Recognition


Jul 13, 2019
Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen

* 5 pages, 3 figures, accepted by INTERSPEECH 2019 

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