Ziqiang Shi

According to our database, Ziqiang Shi authored at least 55 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Conditional Velocity Score Estimation for Image Restoration.

Ziqiang Shi, Rujie Liu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

SchröWave: Realistic voice generation by solving two-stage conditional Schrödinger bridge problems.

Ziqiang Shi, Shoule Wu

Digit. Signal Process., September, 2023

Semi-Supervised Contrastive Learning with Soft Mask Attention for Facial Action Unit Detection.

Zhongling Liu, Rujie Liu, Ziqiang Shi, Liu Liu, Xiaoyu Mi, Kentaro Murase

Proceedings of the IEEE International Conference on Acoustics, 2023

CheckSORT: Refined Synthetic Data Combination and Optimized SORT for Automatic Retail Checkout.

Ziqiang Shi, Zhongling Liu, Liu Liu, Rujie Liu, Takuma Yamamoto, Xiaoyu Mi, Daisuke Uchida

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

ITÔN: End-to-end audio generation with Itô stochastic differential equations.

Ziqiang Shi, Shoule Wu

Digit. Signal Process., 2022

ItôWave: Itô Stochastic Differential Equation is all You Need for Wave Generation.

Shoule Wu, Ziqiang Shi

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Multi-modal Affect Analysis using standardized data within subjects in the Wild.

Sachihiro Youoku, Takahisa Yamamoto, Junya Saito, Akiyoshi Uchida, Xiaoyu Mi, Ziqiang Shi, Liu Liu, Zhongling Liu, Osafumi Nakayama, Kentaro Murase

CoRR, 2021

It$\hat{\text{o}}$TTS and It$\hat{\text{o}}$Wave: Linear Stochastic Differential Equation Is All You Need For Audio Generation.

Shoule Wu, Ziqiang Shi

CoRR, 2021

2020

Link Prediction Adversarial Attack Via Iterative Gradient Attack.

Jinyin Chen, Xiang Lin, Ziqiang Shi, Yi Liu

IEEE Trans. Comput. Soc. Syst., 2020

Pyramidal Temporal Pooling With Discriminative Mapping for Audio Classification.

Liwen Zhang, Ziqiang Shi, Jiqing Han

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Learning Temporal Relations from Semantic Neighbors for Acoustic Scene Classification.

Liwen Zhang, Jiqing Han, Ziqiang Shi

IEEE Signal Process. Lett., 2020

LoRRaL: Facial Action Unit Detection Based on Local Region Relation Learning.

Ziqiang Shi, Liu Liu, Rujie Liu, Xiaoyu Mi, Kentaro Murase

CoRR, 2020

Toward the pre-cocktail party problem with TasTas+.

Anyan Shi, Jiqing Han, Ziqiang Shi

CoRR, 2020

Hodge and Podge: Hybrid Supervised Sound Event Detection with Multi-Hot MixMatch and Composition Consistence Training.

Ziqiang Shi, Liu Liu, Huibin Lin, Rujie Liu

CoRR, 2020

La Furca: Iterative Context-Aware End-to-End Monaural Speech Separation Based on Dual-Path Deep Parallel Inter-Intra Bi-LSTM with Attention.

Ziqiang Shi, Rujie Liu, Jiqing Han

CoRR, 2020

FurcaNeXt: End-to-End Monaural Speech Separation with Dynamic Gated Dilated Temporal Convolutional Networks.

Liwen Zhang, Ziqiang Shi, Jiqing Han, Anyan Shi, Ding Ma

Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

ATReSN-Net: Capturing Attentive Temporal Relations in Semantic Neighborhood for Acoustic Scene Classification.

Liwen Zhang, Jiqing Han, Ziqiang Shi

Proceedings of the Interspeech 2020, 2020

Speech Separation Based on Multi-Stage Elaborated Dual-Path Deep BiLSTM with Auxiliary Identity Loss.

Ziqiang Shi, Rujie Liu, Jiqing Han

Proceedings of the Interspeech 2020, 2020

Hodge and Podge: Hybrid Supervised Sound Event Detection with Multi-Hot MixMatch and Composition Consistence Training.

Ziqiang Shi, Liu Liu, Rujie Liu

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Learning from Adversarial Features for Few-Shot Classification.

Wei Shen, Ziqiang Shi, Jun Sun

CoRR, 2019

FurcaNeXt: End-to-end monaural speech separation with dynamic gated dilated temporal convolutional networks.

Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Jiqing Han

CoRR, 2019

FurcaNet: An end-to-end deep gated convolutional, long short-term memory, deep neural networks for single channel speech separation.

Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Jiqing Han

CoRR, 2019

Is CQT more suitable for monaural speech separation than STFT? an empirical study.

Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Jiqing Han

CoRR, 2019

Deep Attention Gated Dilated Temporal Convolutional Networks with Intra-Parallel Convolutional Modules for End-to-End Monaural Speech Separation.

Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Jiqing Han, Anyan Shi

Proceedings of the Interspeech 2019, 2019

End-to-End Monaural Speech Separation with Multi-Scale Dynamic Weighted Gated Dilated Convolutional Pyramid Network.

Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Shoji Hayakawa, Shouji Harada, Jiqing Han

Proceedings of the Interspeech 2019, 2019

Robustness Evaluation of Deep Learning Models Based on Local Prediction Consistency.

Ziqiang Shi, Chaoliang Zhong, Yasuto Yokota, Wensheng Xia, Jun Sun

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Furcax: End-to-end Monaural Speech Separation Based on Deep Gated (De)convolutional Neural Networks with Adversarial Example Training.

Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Shoji Hayakawa, Jiqing Han

Proceedings of the IEEE International Conference on Acoustics, 2019

HODGEPODGE: Sound Event Detection Based on Ensemble of Semi-Supervised Learning Methods.

Ziqiang Shi, Liu Liu, Huibin Lin, Rujie Liu, Anyan Shi

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019

2018

Link Prediction Adversarial Attack.

Jinyin Chen, Ziqiang Shi, Yangyang Wu, Xuanheng Xu, Haibin Zheng

CoRR, 2018

A Double Joint Bayesian Approach for J-Vector Based Text-dependent Speaker Verification.

Ziqiang Shi, Mengjiao Wang, Liu Liu, Huibin Lin, Rujie Liu

Proceedings of the Odyssey 2018: The Speaker and Language Recognition Workshop, 2018

Latent Factor Analysis of Deep Bottleneck Features for Speaker Verification with Random Digit Strings.

Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu

Proceedings of the Interspeech 2018, 2018

Joint Learning of J-Vector Extractor and Joint Bayesian Model for Text Dependent Speaker Verification.

Ziqiang Shi, Liu Liu, Huibin Lin, Rujie Liu

Proceedings of the Interspeech 2018, 2018

Double Joint Bayesian Modeling of DNN Local I-Vector for Text Dependent Speaker Verification with Random Digit Strings.

Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu

Proceedings of the Interspeech 2018, 2018

2017

Multi-view Probability Linear Discrimination Analysis for Multi-view Vector Based Text Dependent Speaker Verification.

Ziqiang Shi, Liu Liu, Rujie Liu

CoRR, 2017

Better Worst-Case Complexity Analysis of the Block Coordinate Descent Method for Large Scale Machine Learning.

Ziqiang Shi, Rujie Liu

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Multi-view (Joint) probability linear discrimination analysis for J-vector based text dependent speaker verification.

Ziqiang Shi, Liu Liu, Mengjiao Wang, Rujie Liu

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

2016

Empirical study of PROXTONE and PROXTONE$^+$ for Fast Learning of Large Scale Sparse Models.

Ziqiang Shi, Rujie Liu

CoRR, 2016

2015

Soft Margin Based Low-Rank Audio Signal Classification.

Ziqiang Shi, Jiqing Han, Tieran Zheng

Neural Process. Lett., 2015

Large Scale Optimization with Proximal Stochastic Newton-Type Gradient Descent.

Ziqiang Shi, Rujie Liu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Online and Stochastic Universal Gradient Methods for Minimizing Regularized Hölder Continuous Finite Sums in Machine Learning.

Ziqiang Shi, Rujie Liu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

2013

Audio classification with low-rank matrix representation features.

Ziqiang Shi, Jiqing Han, Tieran Zheng

ACM Trans. Intell. Syst. Technol., 2013

Identification of Objectionable Audio Segments Based on Pseudo and Heterogeneous Mixture Models.

Ziqiang Shi, Jiqing Han, Tieran Zheng, Ji Li

IEEE Trans. Speech Audio Process., 2013

Audio Segment Classification Using Online Learning Based Tensor Representation Feature Discrimination.

Ziqiang Shi, Jiqing Han, Tieran Zheng, Shiwen Deng

IEEE Trans. Speech Audio Process., 2013

Online Douglas-Rachford splitting method.

Ziqiang Shi

CoRR, 2013

Fudan at MediaEval 2013: Violent Scenes Detection Using Motion Features and Part-Level Attributes.

Qi Dai, Jian Tu, Ziqiang Shi, Yu-Gang Jiang, Xiangyang Xue

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Guarantees of Augmented Trace Norm Models in Tensor Recovery.

Ziqiang Shi, Jiqing Han, Tieran Zheng, Ji Li

Proceedings of the IJCAI 2013, 2013

2012

Identifiability of multivariate logistic mixture models

Ziqiang Shi, Tieran Zheng, Jiqing Han

CoRR, 2012

Guarantees of Augmented Trace Norm Models in Tensor Recovery

Ziqiang Shi, Jiqing Han, Tieran Zheng, Shiwen Deng, Ji Li

CoRR, 2012

Low-rank Audio Signal Classification Under Soft Margin and Trace Norm Constraints.

Ziqiang Shi, Tieran Zheng, Jiqing Han, Shiwen Deng

Proceedings of the INTERSPEECH 2012, 2012

2011

Online Learning for Classification of Low-rank Representation Features and Its Applications in Audio Segment Classification

Ziqiang Shi, Jiqing Han, Tieran Zheng, Shiwen Deng

CoRR, 2011

Trace Norm Regularized Tensor Classification and Its Online Learning Approaches

Ziqiang Shi, Tieran Zheng, Jiqing Han

CoRR, 2011

Heterogeneous mixture models using sparse representation features for applause and laugh detection.

Ziqiang Shi, Jiqing Han, Tieran Zheng

Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Real-World Speech/Non-Speech Audio Classification Based on Sparse Representation Features and GPCs.

Ziqiang Shi, Jiqing Han, Tieran Zheng

Proceedings of the INTERSPEECH 2011, 2011

A Novel Framework Based on Trace Norm Minimization for Audio Event Detection.

Ziqiang Shi, Jiqing Han, Tieran Zheng

Proceedings of the Neural Information Processing - 18th International Conference, 2011

2010

Study on the Recognition of Objectionable Audio.

Ziqiang Shi, Boyang Gao, Tieran Zheng, Jiqing Han

Int. J. Pattern Recognit. Artif. Intell., 2010