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Journal Articles
- 2024
[j11]Ziqiang Shi, Shoule Wu:
RealSinger: Ultra-realistic singing voice generation via stochastic differential equations. Neurocomputing 597: 127933 (2024)- 2023
- [j10]Ziqiang Shi
, Shoule Wu:
SchröWave: Realistic voice generation by solving two-stage conditional Schrödinger bridge problems. Digit. Signal Process. 141: 104175 (2023) - 2022
- [j9]Ziqiang Shi, Shoule Wu:
ITÔN: End-to-end audio generation with Itô stochastic differential equations. Digit. Signal Process. 132: 103781 (2022) - 2020
- [j8]Liwen Zhang, Jiqing Han, Ziqiang Shi:
Learning Temporal Relations from Semantic Neighbors for Acoustic Scene Classification. IEEE Signal Process. Lett. 27: 950-954 (2020) - [j7]Liwen Zhang, Ziqiang Shi, Jiqing Han:
Pyramidal Temporal Pooling With Discriminative Mapping for Audio Classification. IEEE ACM Trans. Audio Speech Lang. Process. 28: 770-784 (2020) - [j6]Jinyin Chen, Xiang Lin, Ziqiang Shi, Yi Liu:
Link Prediction Adversarial Attack Via Iterative Gradient Attack. IEEE Trans. Comput. Soc. Syst. 7(4): 1081-1094 (2020) - 2015
- [j5]Ziqiang Shi, Jiqing Han, Tieran Zheng:
Soft Margin Based Low-Rank Audio Signal Classification. Neural Process. Lett. 42(2): 291-299 (2015) - 2013
- [j4]Ziqiang Shi, Jiqing Han, Tieran Zheng, Shiwen Deng:
Audio Segment Classification Using Online Learning Based Tensor Representation Feature Discrimination. IEEE Trans. Speech Audio Process. 21(1): 184-194 (2013) - [j3]Ziqiang Shi, Jiqing Han, Tieran Zheng, Ji Li:
Identification of Objectionable Audio Segments Based on Pseudo and Heterogeneous Mixture Models. IEEE Trans. Speech Audio Process. 21(3): 611-623 (2013) - [j2]Ziqiang Shi, Jiqing Han, Tieran Zheng:
Audio classification with low-rank matrix representation features. ACM Trans. Intell. Syst. Technol. 5(1): 15:1-15:17 (2013) - 2010
- [j1]Ziqiang Shi, Boyang Gao, Tieran Zheng, Jiqing Han:
Study on the Recognition of Objectionable Audio. Int. J. Pattern Recognit. Artif. Intell. 24(6): 981-994 (2010)
Conference and Workshop Papers
- 2024
- [c30]Ziqiang Shi, Rujie Liu:
Noisy Image Restoration Based on Conditional Acceleration Score Approximation. ICASSP 2024: 4000-4004 - [c29]Ziqiang Shi, Rujie Liu:
Langwave: Realistic Voice Generation Based on High-Order Langevin Dynamics. ICASSP 2024: 10661-10665 - [c28]Ziqiang Shi, Rujie Liu:
Multimedia Generative Modelling with High-Order Langevin Dynamics. ICME 2024: 1-6 - [c27]Ziqiang Shi, Rujie Liu:
Conditional Velocity Score Estimation for Image Restoration. WACV 2024: 178-187 - 2023
- [c26]Ziqiang Shi, Zhongling Liu, Liu Liu, Rujie Liu, Takuma Yamamoto, Xiaoyu Mi, Daisuke Uchida:
CheckSORT: Refined Synthetic Data Combination and Optimized SORT for Automatic Retail Checkout. CVPR Workshops 2023: 5391-5398 - [c25]Zhongling Liu, Rujie Liu, Ziqiang Shi, Liu Liu, Xiaoyu Mi, Kentaro Murase:
Semi-Supervised Contrastive Learning with Soft Mask Attention for Facial Action Unit Detection. ICASSP 2023: 1-5 - 2022
- [c24]Shoule Wu, Ziqiang Shi:
ItôWave: Itô Stochastic Differential Equation is all You Need for Wave Generation. ICASSP 2022: 8422-8426 - 2020
- [c23]Ziqiang Shi, Liu Liu, Rujie Liu:
Hodge and Podge: Hybrid Supervised Sound Event Detection with Multi-Hot MixMatch and Composition Consistence Training. EUSIPCO 2020: 1-5 - [c22]Liwen Zhang, Jiqing Han, Ziqiang Shi:
ATReSN-Net: Capturing Attentive Temporal Relations in Semantic Neighborhood for Acoustic Scene Classification. INTERSPEECH 2020: 1181-1185 - [c21]Ziqiang Shi, Rujie Liu, Jiqing Han:
Speech Separation Based on Multi-Stage Elaborated Dual-Path Deep BiLSTM with Auxiliary Identity Loss. INTERSPEECH 2020: 2682-2686 - [c20]Liwen Zhang, Ziqiang Shi, Jiqing Han, Anyan Shi, Ding Ma:
FurcaNeXt: End-to-End Monaural Speech Separation with Dynamic Gated Dilated Temporal Convolutional Networks. MMM (1) 2020: 653-665 - 2019
- [c19]Ziqiang Shi, Liu Liu, Huibin Lin, Rujie Liu, Anyan Shi:
HODGEPODGE: Sound Event Detection Based on Ensemble of Semi-Supervised Learning Methods. DCASE 2019: 224-228 - [c18]Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Shoji Hayakawa, Jiqing Han:
Furcax: End-to-end Monaural Speech Separation Based on Deep Gated (De)convolutional Neural Networks with Adversarial Example Training. ICASSP 2019: 6985-6989 - [c17]Ziqiang Shi, Chaoliang Zhong, Yasuto Yokota, Wensheng Xia, Jun Sun:
Robustness Evaluation of Deep Learning Models Based on Local Prediction Consistency. ICMLA 2019: 1376-1381 - [c16]Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Jiqing Han, Anyan Shi:
Deep Attention Gated Dilated Temporal Convolutional Networks with Intra-Parallel Convolutional Modules for End-to-End Monaural Speech Separation. INTERSPEECH 2019: 3183-3187 - [c15]Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Shoji Hayakawa, Shouji Harada, Jiqing Han:
End-to-End Monaural Speech Separation with Multi-Scale Dynamic Weighted Gated Dilated Convolutional Pyramid Network. INTERSPEECH 2019: 4614-4618 - 2018
- [c14]Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu:
Double Joint Bayesian Modeling of DNN Local I-Vector for Text Dependent Speaker Verification with Random Digit Strings. INTERSPEECH 2018: 67-71 - [c13]Ziqiang Shi, Liu Liu, Huibin Lin, Rujie Liu:
Joint Learning of J-Vector Extractor and Joint Bayesian Model for Text Dependent Speaker Verification. INTERSPEECH 2018: 1076-1080 - [c12]Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu:
Latent Factor Analysis of Deep Bottleneck Features for Speaker Verification with Random Digit Strings. INTERSPEECH 2018: 1081-1085 - [c11]Ziqiang Shi, Mengjiao Wang, Liu Liu, Huibin Lin, Rujie Liu:
A Double Joint Bayesian Approach for J-Vector Based Text-dependent Speaker Verification. Odyssey 2018: 365-371 - 2017
- [c10]Ziqiang Shi, Liu Liu, Mengjiao Wang, Rujie Liu:
Multi-view (Joint) probability linear discrimination analysis for J-vector based text dependent speaker verification. ASRU 2017: 614-620 - [c9]Ziqiang Shi, Rujie Liu:
Better Worst-Case Complexity Analysis of the Block Coordinate Descent Method for Large Scale Machine Learning. ICMLA 2017: 889-892 - 2015
- [c8]Ziqiang Shi, Rujie Liu:
Online and Stochastic Universal Gradient Methods for Minimizing Regularized Hölder Continuous Finite Sums in Machine Learning. PAKDD (1) 2015: 369-379 - [c7]Ziqiang Shi, Rujie Liu:
Large Scale Optimization with Proximal Stochastic Newton-Type Gradient Descent. ECML/PKDD (1) 2015: 691-704 - 2013
- [c6]Ziqiang Shi, Jiqing Han, Tieran Zheng, Ji Li:
Guarantees of Augmented Trace Norm Models in Tensor Recovery. IJCAI 2013: 1670-1676 - [c5]Qi Dai, Jian Tu, Ziqiang Shi, Yu-Gang Jiang, Xiangyang Xue:
Fudan at MediaEval 2013: Violent Scenes Detection Using Motion Features and Part-Level Attributes. MediaEval 2013 - 2012
- [c4]Ziqiang Shi, Tieran Zheng, Jiqing Han, Shiwen Deng:
Low-rank Audio Signal Classification Under Soft Margin and Trace Norm Constraints. INTERSPEECH 2012: 1736-1739 - 2011
- [c3]Ziqiang Shi, Jiqing Han, Tieran Zheng:
A Novel Framework Based on Trace Norm Minimization for Audio Event Detection. ICONIP (2) 2011: 646-654 - [c2]Ziqiang Shi, Jiqing Han, Tieran Zheng:
Real-World Speech/Non-Speech Audio Classification Based on Sparse Representation Features and GPCs. INTERSPEECH 2011: 2401-2404 - [c1]Ziqiang Shi, Jiqing Han, Tieran Zheng:
Heterogeneous mixture models using sparse representation features for applause and laugh detection. MLSP 2011: 1-5
Informal and Other Publications
- 2024
- [i23]Ziqiang Shi, Rujie Liu:
Generative Modelling with High-Order Langevin Dynamics. CoRR abs/2404.12814 (2024) - 2022
- [i22]Shoule Wu, Ziqiang Shi:
ItôWave: Itô Stochastic Differential Equation Is All You Need For Wave Generation. CoRR abs/2201.12519 (2022) - 2021
- [i21]Shoule Wu, Ziqiang Shi:
It$\hat{\text{o}}$TTS and It$\hat{\text{o}}$Wave: Linear Stochastic Differential Equation Is All You Need For Audio Generation. CoRR abs/2105.07583 (2021) - [i20]Sachihiro Youoku, Takahisa Yamamoto, Junya Saito, Akiyoshi Uchida, Xiaoyu Mi, Ziqiang Shi, Liu Liu, Zhongling Liu, Osafumi Nakayama, Kentaro Murase:
Multi-modal Affect Analysis using standardized data within subjects in the Wild. CoRR abs/2107.03009 (2021) - 2020
- [i19]Ziqiang Shi, Rujie Liu, Jiqing Han:
La Furca: Iterative Context-Aware End-to-End Monaural Speech Separation Based on Dual-Path Deep Parallel Inter-Intra Bi-LSTM with Attention. CoRR abs/2001.08998 (2020) - [i18]Ziqiang Shi, Liu Liu, Huibin Lin, Rujie Liu:
Hodge and Podge: Hybrid Supervised Sound Event Detection with Multi-Hot MixMatch and Composition Consistence Training. CoRR abs/2002.06021 (2020) - [i17]Ziqiang Shi, Rujie Liu, Jiqing Han:
Speech Separation Based on Multi-Stage Elaborated Dual-Path Deep BiLSTM with Auxiliary Identity Loss. CoRR abs/2008.03149 (2020) - [i16]Anyan Shi, Jiqing Han, Ziqiang Shi:
Toward the pre-cocktail party problem with TasTas+. CoRR abs/2009.03692 (2020) - [i15]Ziqiang Shi, Liu Liu, Rujie Liu, Xiaoyu Mi, Kentaro Murase:
LoRRaL: Facial Action Unit Detection Based on Local Region Relation Learning. CoRR abs/2009.10892 (2020) - 2019
- [i14]Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Jiqing Han:
Is CQT more suitable for monaural speech separation than STFT? an empirical study. CoRR abs/1902.00631 (2019) - [i13]Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Jiqing Han:
FurcaNet: An end-to-end deep gated convolutional, long short-term memory, deep neural networks for single channel speech separation. CoRR abs/1902.00651 (2019) - [i12]Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Jiqing Han:
FurcaNeXt: End-to-end monaural speech separation with dynamic gated dilated temporal convolutional networks. CoRR abs/1902.04891 (2019) - [i11]Wei Shen, Ziqiang Shi, Jun Sun:
Learning from Adversarial Features for Few-Shot Classification. CoRR abs/1903.10225 (2019) - [i10]Ziqiang Shi, Liu Liu, Huibin Lin, Rujie Liu, Anyan Shi:
HODGEPODGE: Sound event detection based on ensemble of semi-supervised learning methods. CoRR abs/1907.07398 (2019) - 2018
- [i9]Jinyin Chen, Ziqiang Shi, Yangyang Wu, Xuanheng Xu, Haibin Zheng:
Link Prediction Adversarial Attack. CoRR abs/1810.01110 (2018) - 2017
- [i8]Ziqiang Shi, Liu Liu, Rujie Liu:
Multi-view Probability Linear Discrimination Analysis for Multi-view Vector Based Text Dependent Speaker Verification. CoRR abs/1704.06061 (2017) - [i7]Ziqiang Shi, Mengjiao Wang, Liu Liu, Huibin Lin, Rujie Liu:
A Double Joint Bayesian Approach for J-Vector Based Text-dependent Speaker Verification. CoRR abs/1711.06434 (2017) - 2016
- [i6]Ziqiang Shi, Rujie Liu:
Empirical study of PROXTONE and PROXTONE$^+$ for Fast Learning of Large Scale Sparse Models. CoRR abs/1604.05024 (2016) - 2013
- [i5]Ziqiang Shi:
Online Douglas-Rachford splitting method. CoRR abs/1308.4757 (2013) - 2012
- [i4]Ziqiang Shi, Jiqing Han, Tieran Zheng, Shiwen Deng, Ji Li:
Guarantees of Augmented Trace Norm Models in Tensor Recovery. CoRR abs/1207.5326 (2012) - [i3]Ziqiang Shi, Tieran Zheng, Jiqing Han:
Identifiability of multivariate logistic mixture models. CoRR abs/1208.3546 (2012) - 2011
- [i2]Ziqiang Shi, Tieran Zheng, Jiqing Han:
Trace Norm Regularized Tensor Classification and Its Online Learning Approaches. CoRR abs/1109.1342 (2011) - [i1]Ziqiang Shi, Jiqing Han, Tieran Zheng, Shiwen Deng:
Online Learning for Classification of Low-rank Representation Features and Its Applications in Audio Segment Classification. CoRR abs/1112.4243 (2011)
Coauthor Index
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