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Journal Articles
- 2024
[j2]Junyi Peng, Lihong Peng, Zidong Zhou
, Xu Han, Hui Xu, Lijun Lu, Wenbing Lv:
Multi-Level fusion graph neural network: Application to PET and CT imaging for risk stratification of head and neck cancer. Biomed. Signal Process. Control. 92: 106137 (2024)- 2023
- [j1]Wenbing Lv, Zidong Zhou, Junyi Peng, Lihong Peng, Guoyu Lin, Huiqin Wu, Hui Xu, Lijun Lu:
Functional-structural sub-region graph convolutional network (FSGCN): Application to the prognosis of head and neck cancer with PET/CT imaging. Comput. Methods Programs Biomed. 230: 107341 (2023)
Conference and Workshop Papers
- 2024
- [c20]Junyi Peng, Marc Delcroix, Tsubasa Ochiai, Oldrich Plchot, Takanori Ashihara, Shoko Araki, Jan Cernocký:
Probing Self-Supervised Learning Models With Target Speech Extraction. ICASSP Workshops 2024: 535-539 - [c19]Junyi Peng, Marc Delcroix, Tsubasa Ochiai, Oldrich Plchot, Shoko Araki, Jan Cernocký:
Target Speech Extraction with Pre-Trained Self-Supervised Learning Models. ICASSP 2024: 10421-10425 - 2023
- [c18]Junyi Peng, Themos Stafylakis, Rongzhi Gu, Oldrich Plchot, Ladislav Mosner, Lukás Burget, Jan Cernocký:
Parameter-Efficient Transfer Learning of Pre-Trained Transformer Models for Speaker Verification Using Adapters. ICASSP 2023: 1-5 - [c17]Pavel Matejka, Anna Silnova, Josef Slavícek, Ladislav Mosner, Oldrich Plchot, Michal Klco, Junyi Peng, Themos Stafylakis, Lukás Burget:
Description and Analysis of ABC Submission to NIST LRE 2022. INTERSPEECH 2023: 511-515 - [c16]Ladislav Mosner, Oldrich Plchot, Junyi Peng, Lukás Burget, Jan Cernocký:
Multi-Channel Speech Separation with Cross-Attention and Beamforming. INTERSPEECH 2023: 1693-1697 - [c15]Junyi Peng, Oldrich Plchot, Themos Stafylakis, Ladislav Mosner, Lukás Burget, Jan Cernocký:
Improving Speaker Verification with Self-Pretrained Transformer Models. INTERSPEECH 2023: 5361-5365 - 2022
- [c14]Junyi Peng, Rongzhi Gu, Ladislav Mosner, Oldrich Plchot, Lukás Burget, Jan Cernocký:
Learnable Sparse Filterbank for Speaker Verification. INTERSPEECH 2022: 5110-5114 - [c13]Junyi Peng, Chunlei Zhang, Jan Honza Cernocký, Dong Yu:
Progressive Contrastive Learning for Self-Supervised Text-Independent Speaker Verification. Odyssey 2022: 17-24 - [c12]Junyi Peng, Oldrich Plchot, Themos Stafylakis, Ladislav Mosner, Lukás Burget, Jan Cernocký:
An Attention-Based Backend Allowing Efficient Fine-Tuning of Transformer Models for Speaker Verification. SLT 2022: 555-562 - 2021
- [c11]Junyi Peng, Xiaoyang Qu, Jianzong Wang, Rongzhi Gu, Jing Xiao, Lukás Burget, Jan Cernocký:
ICSpk: Interpretable Complex Speaker Embedding Extractor from Raw Waveform. Interspeech 2021: 511-515 - [c10]Junyi Peng, Xiaoyang Qu, Rongzhi Gu, Jianzong Wang, Jing Xiao, Lukás Burget, Jan Cernocký:
Effective Phase Encoding for End-To-End Speaker Verification. Interspeech 2021: 2366-2370 - 2020
- [c9]Junyi Peng, Rongzhi Gu, Haoran Zhang, Yuexian Zou:
Context-adaptive Gaussian Attention for Text-independent Speaker Verification. APSIPA 2020: 595-599 - [c8]Junyi Peng, Rongzhi Gu, Yuexian Zou:
Deep Speaker Embedding with Long Short Term Centroid Learning for Text-Independent Speaker Verification. INTERSPEECH 2020: 3246-3250 - 2019
- [c7]Junyi Peng, Rongzhi Gu, Yuexian Zou, Wenwu Wang:
Speaker-discriminative Embedding Learning via Affinity Matrix for Short Utterance Speaker Verification. APSIPA 2019: 314-319 - [c6]Rongzhi Gu, Junyi Peng, Yuexian Zou, Dong Yu:
Alleviate Cross-chunk Permutation through Chunk-level Speaker Embedding for Blind Speech Separation. APSIPA 2019: 325-331 - [c5]Junyi Peng, Yuexian Zou, Na Li, Deyi Tuo, Dan Su, Meng Yu, Chunlei Zhang, Dong Yu:
Syllable-Dependent Discriminative Learning for Small Footprint Text-Dependent Speaker Verification. ASRU 2019: 350-357 - [c4]Junyi Peng, Rongzhi Gu, Yuexian Zou:
Logistic Similarity Metric Learning via Affinity Matrix for Text-Independent Speaker Verification. ASRU 2019: 704-709 - [c3]Yuying Zhang, Yuexian Zou, Junyi Peng, Danqing Luo, Dongyan Huang:
Discriminative Feature Learning for Speech Emotion Recognition. ICANN (4) 2019: 198-210 - 2004
- [c2]Dan Xie, Weiming Hu, Tieniu Tan, Junyi Peng:
Semantic-based traffic video retrieval using activity pattern analysis. ICIP 2004: 693-696 - [c1]Dan Xie, Weiming Hu, Tieniu Tan, Junyi Peng:
A Multi-Object Tracking System for Surveillance Video Analysis. ICPR (4) 2004: 767-770
Informal and Other Publications
- 2024
- [i5]Junyi Peng, Marc Delcroix, Tsubasa Ochiai, Oldrich Plchot, Shoko Araki, Jan Cernocký:
Target Speech Extraction with Pre-trained Self-supervised Learning Models. CoRR abs/2402.13199 (2024) - [i4]Junyi Peng, Marc Delcroix, Tsubasa Ochiai, Oldrich Plchot, Takanori Ashihara, Shoko Araki, Jan Cernocký:
Probing Self-supervised Learning Models with Target Speech Extraction. CoRR abs/2402.13200 (2024) - [i3]Johan Rohdin, Lin Zhang, Oldrich Plchot, Vojtech Stanek, David Mihola, Junyi Peng, Themos Stafylakis, Dmitriy Beveraki, Anna Silnova, Jan Brukner, Lukás Burget:
BUT Systems and Analyses for the ASVspoof 5 Challenge. CoRR abs/2408.11152 (2024) - [i2]Junyi Peng, Ladislav Mosner, Lin Zhang, Oldrich Plchot, Themos Stafylakis, Lukás Burget, Jan Cernocký:
CA-MHFA: A Context-Aware Multi-Head Factorized Attentive Pooling for SSL-Based Speaker Verification. CoRR abs/2409.15234 (2024) - 2022
- [i1]Junyi Peng, Themos Stafylakis, Rongzhi Gu, Oldrich Plchot, Ladislav Mosner, Lukás Burget, Jan Cernocký:
Parameter-efficient transfer learning of pre-trained Transformer models for speaker verification using adapters. CoRR abs/2210.16032 (2022)
Coauthor Index
aka: Jan Honza Cernocký
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