Pengyuan Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 164

Top Venues

CoRR

INTERSPEECH

ICASSP

IEICE Trans. Inf. Syst.

Publications

Chengxin Chen, Pengyuan Zhang
Modality-collaborative Transformer with Hybrid Feature Reconstruction for Robust Emotion Recognition. ACM Trans. Multim. Comput. Commun. Appl. 20 (5) (2024)
Jingze Lu, Yuxiang Zhang, Wenchao Wang, Zengqiang Shang, Pengyuan Zhang
One-Class Knowledge Distillation for Spoofing Speech Detection. ICASSP (2024)
Chengxin Chen, Pengyuan Zhang
TRNet: Two-level Refinement Network leveraging Speech Enhancement for Noise Robust Speech Emotion Recognition. CoRR (2024)
Yifan Chen, Gaofeng Cheng, Runyan Yang, Pengyuan Zhang, Yonghong Yan
Interrelate Training and Clustering for Online Speaker Diarization. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Yuxiang Zhang, Jingze Lu, Zengqiang Shang, Wenchao Wang, Pengyuan Zhang
Improving Short Utterance Anti-Spoofing with Aasist2. ICASSP (2024)
Pengyuan Zhang, Baojiang Cui
Network Scanning Detection Based on Spatiotemporal Behavior. EIDWT (2024)
Yuxiang Zhang, Zhuo Li, Jingze Lu, Wenchao Wang, Pengyuan Zhang
Synthetic Speech Detection Based on the Temporal Consistency of Speaker Features. IEEE Signal Process. Lett. 31 (2024)
Zhenduo Zhao, Zhuo Li, Xueshuai Zhang, Wenchao Wang, Pengyuan Zhang
Prototype Division for Self-Supervised Speaker Verification. IEEE Signal Process. Lett. 31 (2024)
Jiakun Shen, Xueshuai Zhang, Pengyuan Zhang, Yonghong Yan, Qingwei Zhao, Ta Li, Yanfen Tang, Shaoxing Zhang
One-Epoch Training with Single Test Sample in Test Time for Better Generalization of Cough-Based Covid-19 Detection Model. ICASSP (2024)
Haorui He, Zengqiang Shang, Chaoren Wang, Xuyuan Li, Yicheng Gu, Hua Hua, Liwei Liu, Chen Yang, Jiaqi Li, Peiyang Shi, Yuancheng Wang, Kai Chen, Pengyuan Zhang, Zhizheng Wu
Emilia: An Extensive, Multilingual, and Diverse Speech Dataset for Large-Scale Speech Generation. CoRR (2024)
Aolin Hu, Xueshuai Zhang, Shaoxing Zhang, Pengyuan Zhang, Yu Lu, Pengfei Ye, Qingwei Zhao, Yonghong Yan
Snore Sound Features Based on Percussive Enhancing and Positional Encoding Combined with Multi-Task Learning for Osahs Detection. ICASSP (2024)
Jiahao Yang, Shuo Feng, Wenkai Zhang, Ming Zhang, Jun Zhou, Pengyuan Zhang
An efficient loss function and deep learning approach for ranking stock returns in the absence of prior knowledge. Inf. Process. Manag. 61 (1) (2024)
Han Zhu, Gaofeng Cheng, Jindong Wang, Wenxin Hou, Pengyuan Zhang, Yonghong Yan
Boosting Cross-Domain Speech Recognition With Self-Supervision. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Jiakun Shen, Xueshuai Zhang, Yu Lu, Pengfei Ye, Pengyuan Zhang, Yonghong Yan
Novel audio characteristic-dependent feature extraction and data augmentation methods for cough-based respiratory disease classification. Comput. Biol. Medicine 179 (2024)
Zhenduo Zhao, Zhuo Li, Wenchao Wang, Pengyuan Zhang
PCF: ECAPA-TDNN with Progressive Channel Fusion for Speaker Verification. ICASSP (2023)
Feng Dang, Qi Hu, Pengyuan Zhang, Yonghong Yan
ForkNet: Simultaneous Time and Time-Frequency Domain Modeling for Speech Enhancement. CoRR (2023)
Zhuo Li, Runqiu Xiao, Hangting Chen, Zhenduo Zhao, Wenchao Wang, Pengyuan Zhang
How to make embeddings suitable for PLDA. Comput. Speech Lang. 81 (2023)
Yi Yang, Qi Hu, Qingwei Zhao, Pengyuan Zhang
So-DAS: A Two-Step Soft-Direction-Aware Speech Separation Framework. IEEE Signal Process. Lett. 30 (2023)
Xuyuan Li, Zengqiang Shang, Jian Liu, Hua Hua, Peiyang Shi, Pengyuan Zhang
Expressive paragraph text-to-speech synthesis with multi-step variational autoencoder. CoRR (2023)
Feng Dang, Qi Hu, Pengyuan Zhang
THLNet: two-stage heterogeneous lightweight network for monaural speech enhancement. CoRR (2023)
Shengchang Xiao, Xueshuai Zhang, Pengyuan Zhang
Multi-dimensional frequency dynamic convolution with confident mean teacher for sound event detection. CoRR (2023)
Chengxin Chen, Pengyuan Zhang
Modality-Collaborative Transformer with Hybrid Feature Reconstruction for Robust Emotion Recognition. CoRR (2023)
Chengxin Chen, Pengyuan Zhang
DSNet: Disentangled Siamese Network with Neutral Calibration for Speech Emotion Recognition. CoRR (2023)
Zhenduo Zhao, Zhuo Li, Wenchao Wang, Pengyuan Zhang
The HCCL system for VoxCeleb Speaker Recognition Challenge 2022. CoRR (2023)
Yuxiang Zhang, Jingze Lu, Zengqiang Shang, Wenchao Wang, Pengyuan Zhang
Improving Short Utterance Anti-Spoofing with AASIST2. CoRR (2023)
Jiakun Shen, Xueshuai Zhang, Pengyuan Zhang, Yonghong Yan, Shaoxing Zhang, Zhihua Huang, Yanfen Tang, Yu Wang, Fujie Zhang, Aijun Sun
Piecewise Position Encoding in Convolutional Neural Network for Cough-Based Covid-19 Detection. ICASSP (2023)
Hua Hua, Jingze Lu, Peiyang Shi, Zengqiang Shang, Yuxiang Zhang, Xuyuan Li, Pengyuan Zhang
Description of a Multi-Stage Audio Spoofing System in ADD Challenge 2023. DADA@IJCAI (2023)
Yuxiang Zhang, Zhuo Li, Jingze Lu, Hua Hua, Wenchao Wang, Pengyuan Zhang
The Impact of Silence on Speech Anti-Spoofing. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Zhenduo Zhao, Zhuo Li, Wenchao Wang, Pengyuan Zhang
PCF: ECAPA-TDNN with Progressive Channel Fusion for Speaker Verification. CoRR (2023)
Feng Dang, Hangting Chen, Qi Hu, Pengyuan Zhang, Yonghong Yan
First coarse, fine afterward: A lightweight two-stage complex approach for monaural speech enhancement. Speech Commun. 146 (2023)
Jingze Lu, Yuxiang Zhang, Zhuo Li, Zengqiang Shang, Wenchao Wang, Pengyuan Zhang
Detecting Unknown Speech Spoofing Algorithms with Nearest Neighbors. DADA@IJCAI (2023)
Jiahao Yang, Wenkai Zhang, Xuejun Zhang, Jun Zhou, Pengyuan Zhang
Enhancing stock movement prediction with market index and curriculum learning. Expert Syst. Appl. 213 (Part) (2023)
Yukun Liu, Ta Li, Pengyuan Zhang, Yonghong Yan
SFA: Searching faster architectures for end-to-end automatic speech recognition models. Comput. Speech Lang. 81 (2023)
Han Zhu, Dongji Gao, Gaofeng Cheng, Daniel Povey, Pengyuan Zhang, Yonghong Yan
Alternative Pseudo-Labeling for Semi-Supervised Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Changfeng Gao, Gaofeng Cheng, Pengyuan Zhang, Yonghong Yan
Speech Corpora Divergence Based Unsupervised Data Selection for ASR. CoRR (2023)
Yuxiang Zhang, Zhuo Li, Jingze Lu, Wenchao Wang, Pengyuan Zhang
Synthetic Speech Detection Based on Temporal Consistency and Distribution of Speaker Features. CoRR (2023)
Zhuo Li, Jingze Lu, Zhenduo Zhao, Wenchao Wang, Pengyuan Zhang
Progressive Sub-Graph Clustering Algorithm for Semi-Supervised Domain Adaptation Speaker Verification. CoRR (2023)
Shengchang Xiao, Xueshuai Zhang, Pengyuan Zhang
Multi-Dimensional Frequency Dynamic Convolution with Confident Mean Teacher for Sound Event Detection. ICASSP (2023)
Yuxiang Zhang, Zhuo Li, Jingze Lu, Hua Hua, Wenchao Wang, Pengyuan Zhang
The Impact of Silence on Speech Anti-Spoofing. CoRR (2023)
Yuxiang Zhang, Jingze Lu, Zhuo Li, Zengqiang Shang, Wenchao Wang, Pengyuan Zhang
Improving the Robustness of Deepfake Audio Detection through Confidence Calibration. DADA@IJCAI (2023)
Han Zhu, Dongji Gao, Gaofeng Cheng, Daniel Povey, Pengyuan Zhang, Yonghong Yan
Alternative Pseudo-Labeling for Semi-Supervised Automatic Speech Recognition. CoRR (2023)
Jingze Lu, Yuxiang Zhang, Wenchao Wang, Zengqiang Shang, Pengyuan Zhang
One-Class Knowledge Distillation for Spoofing Speech Detection. CoRR (2023)
Han Zhu, Jindong Wang, Gaofeng Cheng, Pengyuan Zhang, Yonghong Yan
Decoupled Federated Learning for ASR with Non-IID Data. INTERSPEECH (2022)
Zehui Yang, Yifan Chen, Lei Luo, Runyan Yang, Lingxuan Ye, Gaofeng Cheng, Ji Xu, Yaohui Jin, Qingqing Zhang, Pengyuan Zhang, Lei Xie, Yonghong Yan
Open Source MagicData-RAMC: A Rich Annotated Mandarin Conversational(RAMC) Speech Dataset. CoRR (2022)
Mengxi Liu, Pengyuan Zhang, Qian Shi, Mengwei Liu
An Adversarial Domain Adaptation Framework With KL-Constraint for Remote Sensing Land Cover Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Keqi Deng, Songjun Cao, Yike Zhang, Long Ma, Gaofeng Cheng, Ji Xu, Pengyuan Zhang
Improving CTC-Based Speech Recognition Via Knowledge Transferring from Pre-Trained Language Models. ICASSP (2022)
Yuzhuo Liu, Hangting Chen, Qingwei Zhao, Pengyuan Zhang
Master-Teacher-Student: A Weakly Labelled Semi-Supervised Framework for Audio Tagging and Sound Event Detection. IEICE Trans. Inf. Syst. (4) (2022)
Runyan Yang, Gaofeng Cheng, Pengyuan Zhang, Yonghong Yan
An E2E-ASR-Based Iteratively-Trained Timestamp Estimator. IEEE Signal Process. Lett. 29 (2022)
Chengxin Chen, Pengyuan Zhang
CTA-RNN: Channel and Temporal-wise Attention RNN leveraging Pre-trained ASR Embeddings for Speech Emotion Recognition. INTERSPEECH (2022)
Hua Hua, Ziyi Chen, Yuxiang Zhang, Ming Li, Pengyuan Zhang
Improving Spoofing Capability for End-to-end Any-to-many Voice Conversion. DDAM@MM (2022)
Changfeng Gao, Gaofeng Cheng, Ta Li, Pengyuan Zhang, Yonghong Yan
Self-Supervised Pre-Training for Attention-Based Encoder-Decoder ASR Model. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Xueshuai Zhang, Jiakun Shen, Jun Zhou, Pengyuan Zhang, Yonghong Yan, Zhihua Huang, Yanfen Tang, Yu Wang, Fujie Zhang, Shaoxing Zhang, Aijun Sun
Robust Cough Feature Extraction and Classification Method for COVID-19 Cough Detection Based on Vocalization Characteristics. INTERSPEECH (2022)
Keqi Deng, Zehui Yang, Shinji Watanabe, Yosuke Higuchi, Gaofeng Cheng, Pengyuan Zhang
Improving Non-Autoregressive End-to-End Speech Recognition with Pre-Trained Acoustic and Language Models. ICASSP (2022)
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)
Yuxiang Zhang, Jingze Lu, Xingming Wang, Zhuo Li, Runqiu Xiao, Wenchao Wang, Ming Li, Pengyuan Zhang
Deepfake Detection System for the ADD Challenge Track 3.2 Based on Score Fusion. CoRR (2022)
Han Zhu, Jindong Wang, Gaofeng Cheng, Pengyuan Zhang, Yonghong Yan
Decoupled Federated Learning for ASR with Non-IID Data. CoRR (2022)
Ziyi Chen, Hua Hua, Yuxiang Zhang, Ming Li, Pengyuan Zhang
The HCCL-DKU system for fake audio generation task of the 2022 ICASSP ADD Challenge. CoRR (2022)
Chengxin Chen, Pengyuan Zhang
Integrating Cross-modal Interactions via Latent Representation Shift for Multi-modal Humor Detection. MuSe @ ACM Multimedia (2022)
Gaofeng Cheng, Yifan Chen, Runyan Yang, Qingxuan Li, Zehui Yang, Lingxuan Ye, Pengyuan Zhang, Qingqing Zhang, Lei Xie, Yanmin Qian, Kong Aik Lee, Yonghong Yan
The Conversational Short-phrase Speaker Diarization (CSSD) Task: Dataset, Evaluation Metric and Baselines. CoRR (2022)
Jingze Lu, Zhuo Li, Yuxiang Zhang, Wenchao Wang, Pengyuan Zhang
Acoustic or Pattern? Speech Spoofing Countermeasure based on Image Pre-training Models. DDAM@MM (2022)
Ziyi Chen, Haoran Miao, Pengyuan Zhang
Streaming non-autoregressive model for any-to-many voice conversion. CoRR (2022)
Qingxuan Li, Han Zhu, Liuping Luo, Gaofeng Cheng, Pengyuan Zhang, Jiasong Sun, Yonghong Yan
Sequence Distribution Matching for Unsupervised Domain Adaptation in ASR. ISCSLP (2022)
Shuhao Deng, Chengfei Li, Jinfeng Bai, Qingqing Zhang, Wei-Qiang Zhang, Runyan Yang, Gaofeng Cheng, Pengyuan Zhang, Yonghong Yan
Summary On The ISCSLP 2022 Chinese-English Code-Switching ASR Challenge. ISCSLP (2022)
Keqi Deng, Zehui Yang, Shinji Watanabe, Yosuke Higuchi, Gaofeng Cheng, Pengyuan Zhang
Improving non-autoregressive end-to-end speech recognition with pre-trained acoustic and language models. CoRR (2022)
Hangting Chen, Yi Yang, Feng Dang, Pengyuan Zhang
Beam-Guided TasNet: An Iterative Speech Separation Framework with Multi-Channel Output. INTERSPEECH (2022)
Jingze Lu, Yuxiang Zhang, Wenchao Wang, Pengyuan Zhang
Robust Cross-SubBand Countermeasure Against Replay Attacks. Odyssey (2022)
Zhaoqi Li, Ta Li, Qingwei Zhao, Pengyuan Zhang
Label-Adversarial Jointly Trained Acoustic Word Embedding. IEICE Trans. Inf. Syst. (8) (2022)
Han Zhu, Li Wang, Gaofeng Cheng, Jindong Wang, Pengyuan Zhang, Yonghong Yan
Wav2vec-S: Semi-Supervised Pre-Training for Low-Resource ASR. INTERSPEECH (2022)
Chengxin Chen, Meng Wang, Pengyuan Zhang
Audio-Visual Scene Classification Using A Transfer Learning Based Joint Optimization Strategy. CoRR (2022)
Gaofeng Cheng, Yifan Chen, Runyan Yang, Qingxuan Li, Zehui Yang, Lingxuan Ye, Pengyuan Zhang, Qingqing Zhang, Lei Xie, Yanmin Qian, Kong Aik Lee, Yonghong Yan
The Conversational Short-phrase Speaker Diarization (CSSD) Task: Dataset, Evaluation Metric and Baselines. ISCSLP (2022)
Chengxin Chen, Pengyuan Zhang
CTA-RNN: Channel and Temporal-wise Attention RNN Leveraging Pre-trained ASR Embeddings for Speech Emotion Recognition. CoRR (2022)
Yifan Chen, Yifan Guo, Qingxuan Li, Gaofeng Cheng, Pengyuan Zhang, Yonghong Yan
Interrelate Training and Searching: A Unified Online Clustering Framework for Speaker Diarization. INTERSPEECH (2022)
Peiyang Shi, Zengqiang Shang, Pengyuan Zhang
A Mandarin Prosodic Boundary Prediction Model Based on Multi-Source Semi-Supervision. ISCSLP (2022)
Lingxuan Ye, Gaofeng Cheng, Runyan Yang, Zehui Yang, Sanli Tian, Pengyuan Zhang, Yonghong Yan
Improving Recognition of Out-of-vocabulary Words in E2E Code-switching ASR by Fusing Speech Generation Methods. INTERSPEECH (2022)
Yifan Chen, Yifan Guo, Qingxuan Li, Gaofeng Cheng, Pengyuan Zhang, Yonghong Yan
Interrelate Training and Searching: A Unified Online Clustering Framework for Speaker Diarization. CoRR (2022)
Feng Dang, Hangting Chen, Pengyuan Zhang
DPT-FSNet: Dual-Path Transformer Based Full-Band and Sub-Band Fusion Network for Speech Enhancement. ICASSP (2022)
Shuhao Deng, Chengfei Li, Jinfeng Bai, Qingqing Zhang, Wei-Qiang Zhang, Runyan Yang, Gaofeng Cheng, Pengyuan Zhang, Yonghong Yan
Summary on the ISCSLP 2022 Chinese-English Code-Switching ASR Challenge. CoRR (2022)
Han Zhu, Gaofeng Cheng, Jindong Wang, Wenxin Hou, Pengyuan Zhang, Yonghong Yan
Boosting Cross-Domain Speech Recognition with Self-Supervision. CoRR (2022)
Yuxiang Zhang, Jingze Lu, Xingming Wang, Zhuo Li, Runqiu Xiao, Wenchao Wang, Ming Li, Pengyuan Zhang
Deepfake Detection System for the ADD Challenge Track 3.2 Based on Score Fusion. DDAM@MM (2022)
Yuxiang Zhang, Zhuo Li, Wenchao Wang, Pengyuan Zhang
SASV Based on Pre-trained ASV System and Integrated Scoring Module. INTERSPEECH (2022)
Zehui Yang, Yifan Chen, Lei Luo, Runyan Yang, Lingxuan Ye, Gaofeng Cheng, Ji Xu, Yaohui Jin, Qingqing Zhang, Pengyuan Zhang, Lei Xie, Yonghong Yan
Open Source MagicData-RAMC: A Rich Annotated Mandarin Conversational(RAMC) Speech Dataset. INTERSPEECH (2022)
Zhuo Li, Runqiu Xiao, Zihan Zhang, Zhenduo Zhao, Wenchao Wang, Pengyuan Zhang
Back-ends Selection for Deep Speaker Embeddings. CoRR (2022)
Pengjian Yang, Jun Wang, Guangyu Zhong, Pengyuan Zhang, Lai Zhang, Fan Liang, Jianxin Yang
An IBC Reference Block Enhancement Model Based on GAN for Screen Content Video Coding. MMM (2) (2022)
Keqi Deng, Songjun Cao, Yike Zhang, Long Ma, Gaofeng Cheng, Ji Xu, Pengyuan Zhang
Improving CTC-based speech recognition via knowledge transferring from pre-trained language models. CoRR (2022)
Zheying Huang, Ji Xu, Qingwei Zhao, Pengyuan Zhang
A Two-Fold Cross-Validation Training Framework Combined with Meta-Learning for Code-Switching Speech Recognition. IEICE Trans. Inf. Syst. (9) (2022)
Yukun Liu, Ta Li, Pengyuan Zhang, Yonghong Yan
NAS-SCAE: Searching Compact Attention-based Encoders For End-to-end Automatic Speech Recognition. INTERSPEECH (2022)
Danyang Liu, Ji Xu, Pengyuan Zhang, Yonghong Yan
A unified system for multilingual speech recognition and language identification. Speech Commun. 127 (2021)
Keqi Deng, Gaofeng Cheng, Haoran Miao, Pengyuan Zhang, Yonghong Yan
History Utterance Embedding Transformer LM for Speech Recognition. ICASSP (2021)
Hangting Chen, Pengyuan Zhang
A dual-stream deep attractor network with multi-domain learning for speech dereverberation and separation. Neural Networks 141 (2021)
Changfeng Gao, Gaofeng Cheng, Runyan Yang, Han Zhu, Pengyuan Zhang, Yonghong Yan
Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Text Data. ICASSP (2021)
Zuozhen Liu, Ta Li, Pengyuan Zhang
RNN-T Based Open-Vocabulary Keyword Spotting in Mandarin with Multi-Level Detection. ICASSP (2021)
Runyan Yang, Gaofeng Cheng, Haoran Miao, Ta Li, Pengyuan Zhang, Yonghong Yan
Keyword Search Using Attention-Based End-to-End ASR and Frame-Synchronous Phoneme Alignments. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Zheying Huang, Peng Li, Ji Xu, Pengyuan Zhang, Yonghong Yan
Context-dependent Label Smoothing Regularization for Attention-based End-to-End Code-Switching Speech Recognition. ISCSLP (2021)
Xiaoxiao Miao, Ian McLoughlin, Wenchao Wang, Pengyuan Zhang
D-MONA: A dilated mixed-order non-local attention network for speaker and language recognition. Neural Networks 139 (2021)
Haozhe Zhang, Zhihua Huang, Zengqiang Shang, Pengyuan Zhang, Yonghong Yan
LinearSpeech: Parallel Text-to-Speech with Linear Complexity. Interspeech (2021)
Changfeng Gao, Gaofeng Cheng, Jun Zhou, Pengyuan Zhang, Yonghong Yan
Non-autoregressive Deliberation-Attention based End-to-End ASR. ISCSLP (2021)
Yuzhuo Liu, Hangting Chen, Yun Wang, Pengyuan Zhang
Power Pooling: An Adaptive Pooling Function for Weakly Labelled Sound Event Detection. IJCNN (2021)
Dongni Hu, Chengxin Chen, Pengyuan Zhang, Junfeng Li, Yonghong Yan, Qingwei Zhao
A Two-Stage Attention Based Modality Fusion Framework for Multi-Modal Speech Emotion Recognition. IEICE Trans. Inf. Syst. (8) (2021)
Jiakun Shen, Xueshuai Zhang, Wenchao Wang, Zhihua Huang, Pengyuan Zhang, Yonghong Yan
Cough-based COVID-19 Detection with Multi-band Long-Short Term Memory and Convolutional Neural Networks. ISAIMS (2021)
Runqiu Xiao, Xiaoxiao Miao, Wenchao Wang, Pengyuan Zhang, Bin Cai, Liuping Luo
Adaptive Margin Circle Loss for Speaker Verification. Interspeech (2021)

Pengyuan Zhang.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Pengyuan Zhang