Junyi Peng

According to our database, Junyi Peng authored at least 33 papers between 2004 and 2025.

Collaborative distances:

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

2025

SeamlessFlow: A Trainer Agent Isolation RL Framework Achieving Bubble-Free Pipelines via Tag Scheduling.

Jinghui Wang, Shaojie Wang, Yinghan Cui, Xuxing Chen, Chao Wang, Xiaojiang Zhang, Minglei Zhang, Jiarong Zhang, Wenhao Zhuang, Yuchen Cao, Wankang Bao, Haimo Li, Zheng Lin, Huiming Wang, Haoyang Huang, Zong-Xian Feng, Zizheng Zhan, Ken Deng, Wen Xiang, Huaixi Tang, Kun Wu, Mengtong Li, Mengfei Xie, Junyi Peng, Haotian Zhang, Bin Chen, Bing Yu

CoRR, August, 2025

SoloSpeech: Enhancing Intelligibility and Quality in Target Speech Extraction through a Cascaded Generative Pipeline.

Helin Wang, Jiarui Hai, Dongchao Yang, Chen Chen, Kai Li, Junyi Peng, Thomas Thebaud, Laureano Moro-Velázquez, Jesús Villalba, Najim Dehak

CoRR, May, 2025

Analysis of ABC Frontend Audio Systems for the NIST-SRE24.

Sara Barahona, Anna Silnova, Ladislav Mosner, Junyi Peng, Oldrich Plchot, Johan Rohdin, Lin Zhang, Jiangyu Han, Petr Pálka, Federico Landini, Lukás Burget, Themos Stafylakis, Sandro Cumani, Dominik Bobos, Miroslav Hlavácek, Martin Kodovsky, Tomás Pavlícek

CoRR, May, 2025

SRPO: A Cross-Domain Implementation of Large-Scale Reinforcement Learning on LLM.

Xiaojiang Zhang, Jinghui Wang, Zifei Cheng, Wenhao Zhuang, Zheng Lin, Minglei Zhang, Shaojie Wang, Yinghan Cui, Chao Wang, Junyi Peng, Shimiao Jiang, Shiqi Kuang, Shouyu Yin, Chaohang Wen, Haotian Zhang, Bin Chen, Bing Yu

CoRR, April, 2025

ESPnet-SpeechLM: An Open Speech Language Model Toolkit.

Jinchuan Tian, Jiatong Shi, William Chen, Siddhant Arora, Yoshiki Masuyama, Takashi Maekaku, Yihan Wu, Junyi Peng, Shikhar Bharadwaj, Yiwen Zhao, Samuele Cornell, Yifan Peng, Xiang Yue, Chao-Han Huck Yang, Graham Neubig, Shinji Watanabe

CoRR, February, 2025

LMSST-GCN: Longitudinal MRI sub-structural texture guided graph convolution network for improved progression prediction of knee osteoarthritis.

Wenbing Lv, Junyi Peng, Jiaping Hu, Yijun Lu, Zidong Zhou, Hui Xu, Kongzai Xing, Xiaodong Zhang, Lijun Lu

Comput. Methods Programs Biomed., 2025

CA-MHFA: A Context-Aware Multi-Head Factorized Attentive Pooling for SSL-Based Speaker Verification.

Junyi Peng, Ladislav Mosner, Lin Zhang, Oldrich Plchot, Themos Stafylakis, Lukás Burget, Jan Cernocký

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

TS-SUPERB: A Target Speech Processing Benchmark for Speech Self-Supervised Learning Models.

Junyi Peng, Takanori Ashihara, Marc Delcroix, Tsubasa Ochiai, Oldrich Plchot, Shoko Araki, Jan Cernocký

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

BUT Systems and Analyses for the ASVspoof 5 Challenge.

Johan Rohdin, Lin Zhang, Oldrich Plchot, Vojtech Stanek, David Mihola, Junyi Peng, Themos Stafylakis, Dmitriy Beveraki, Anna Silnova, Jan Brukner, Lukás Burget

CoRR, 2024

Multi-Level fusion graph neural network: Application to PET and CT imaging for risk stratification of head and neck cancer.

Junyi Peng, Lihong Peng, Zidong Zhou, Xu Han, Hui Xu, Lijun Lu, Wenbing Lv

Biomed. Signal Process. Control., 2024

Investigation of Speaker Representation for Target-Speaker Speech Processing.

Takanori Ashihara, Takafumi Moriya, Shota Horiguchi, Junyi Peng, Tsubasa Ochiai, Marc Delcroix, Kohei Matsuura, Hiroshi Sato

Proceedings of the IEEE Spoken Language Technology Workshop, 2024

Multi-Channel Extension of Pre-trained Models for Speaker Verification.

Ladislav Mosner, Romain Serizel, Lukás Burget, Oldrich Plchot, Emmanuel Vincent, Junyi Peng, Jan Cernocký

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Target Speech Extraction with Pre-Trained Self-Supervised Learning Models.

Junyi Peng, Marc Delcroix, Tsubasa Ochiai, Oldrich Plchot, Shoko Araki, Jan Cernocký

Proceedings of the IEEE International Conference on Acoustics, 2024

Probing Self-Supervised Learning Models With Target Speech Extraction.

Junyi Peng, Marc Delcroix, Tsubasa Ochiai, Oldrich Plchot, Takanori Ashihara, Shoko Araki, Jan Cernocký

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Functional-structural sub-region graph convolutional network (FSGCN): Application to the prognosis of head and neck cancer with PET/CT imaging.

Wenbing Lv, Zidong Zhou, Junyi Peng, Lihong Peng, Guoyu Lin, Huiqin Wu, Hui Xu, Lijun Lu

Comput. Methods Programs Biomed., March, 2023

Improving Speaker Verification with Self-Pretrained Transformer Models.

Junyi Peng, Oldrich Plchot, Themos Stafylakis, Ladislav Mosner, Lukás Burget, Jan Cernocký

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Multi-Channel Speech Separation with Cross-Attention and Beamforming.

Ladislav Mosner, Oldrich Plchot, Junyi Peng, Lukás Burget, Jan Cernocký

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Description and Analysis of ABC Submission to NIST LRE 2022.

Pavel Matejka, Anna Silnova, Josef Slavícek, Ladislav Mosner, Oldrich Plchot, Michal Klco, Junyi Peng, Themos Stafylakis, Lukás Burget

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Parameter-Efficient Transfer Learning of Pre-Trained Transformer Models for Speaker Verification Using Adapters.

Junyi Peng, Themos Stafylakis, Rongzhi Gu, Oldrich Plchot, Ladislav Mosner, Lukás Burget, Jan Cernocký

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

An Attention-Based Backend Allowing Efficient Fine-Tuning of Transformer Models for Speaker Verification.

Junyi Peng, Oldrich Plchot, Themos Stafylakis, Ladislav Mosner, Lukás Burget, Jan Cernocký

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Progressive Contrastive Learning for Self-Supervised Text-Independent Speaker Verification.

Junyi Peng, Chunlei Zhang, Jan Honza Cernocký, Dong Yu

Proceedings of the Odyssey 2022: The Speaker and Language Recognition Workshop, 28 June, 2022

Learnable Sparse Filterbank for Speaker Verification.

Junyi Peng, Rongzhi Gu, Ladislav Mosner, Oldrich Plchot, Lukás Burget, Jan Cernocký

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

ICSpk: Interpretable Complex Speaker Embedding Extractor from Raw Waveform.

Junyi Peng, Xiaoyang Qu, Jianzong Wang, Rongzhi Gu, Jing Xiao, Lukás Burget, Jan Cernocký

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Effective Phase Encoding for End-To-End Speaker Verification.

Junyi Peng, Xiaoyang Qu, Rongzhi Gu, Jianzong Wang, Jing Xiao, Lukás Burget, Jan Cernocký

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

Deep Speaker Embedding with Long Short Term Centroid Learning for Text-Independent Speaker Verification.

Junyi Peng, Rongzhi Gu, Yuexian Zou

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Context-adaptive Gaussian Attention for Text-independent Speaker Verification.

Junyi Peng, Rongzhi Gu, Haoran Zhang, Yuexian Zou

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020

2019

Discriminative Feature Learning for Speech Emotion Recognition.

Yuying Zhang, Yuexian Zou, Junyi Peng, Danqing Luo, Dongyan Huang

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

Syllable-Dependent Discriminative Learning for Small Footprint Text-Dependent Speaker Verification.

Junyi Peng, Yuexian Zou, Na Li, Deyi Tuo, Dan Su, Meng Yu, Chunlei Zhang, Dong Yu

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Logistic Similarity Metric Learning via Affinity Matrix for Text-Independent Speaker Verification.

Junyi Peng, Rongzhi Gu, Yuexian Zou

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Speaker-discriminative Embedding Learning via Affinity Matrix for Short Utterance Speaker Verification.

Junyi Peng, Rongzhi Gu, Yuexian Zou, Wenwu Wang

Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

Alleviate Cross-chunk Permutation through Chunk-level Speaker Embedding for Blind Speech Separation.

Rongzhi Gu, Junyi Peng, Yuexian Zou, Dong Yu

Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

2004

A Multi-Object Tracking System for Surveillance Video Analysis.

Dan Xie, Weiming Hu, Tieniu Tan, Junyi Peng

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Semantic-based traffic video retrieval using activity pattern analysis.

Dan Xie, Weiming Hu, Tieniu Tan, Junyi Peng

Proceedings of the 2004 International Conference on Image Processing, 2004