Semantic-based traffic video retrieval using activity pattern analysis. - Dan Xie; Weiming Hu; Tieniu Tan; Junyi Peng (ICIP, 2004)

A Multi-Object Tracking System for Surveillance Video Analysis. - Dan Xie; Weiming Hu; Tieniu Tan; Junyi Peng (ICPR (4), 2004)

Alleviate Cross-chunk Permutation through Chunk-level Speaker Embedding for Blind Speech Separation. - Rongzhi Gu; Junyi Peng; Yuexian Zou; Dong Yu 001 (APSIPA, 2019)

Speaker-discriminative Embedding Learning via Affinity Matrix for Short Utterance Speaker Verification. - Junyi Peng; Rongzhi Gu; Yuexian Zou; Wenwu Wang 001 (APSIPA, 2019)

Logistic Similarity Metric Learning via Affinity Matrix for Text-Independent Speaker Verification. - Junyi Peng; Rongzhi Gu; Yuexian Zou (ASRU, 2019)

Syllable-Dependent Discriminative Learning for Small Footprint Text-Dependent Speaker Verification. - Junyi Peng; Yuexian Zou; Na Li 012; Deyi Tuo; Dan Su 002; Meng Yu 003; Chunlei Zhang; Dong Yu 001 (ASRU, 2019)

Discriminative Feature Learning for Speech Emotion Recognition. - Yuying Zhang; Yuexian Zou; Junyi Peng; Danqing Luo; Dongyan Huang (ICANN (4), 2019)

Context-adaptive Gaussian Attention for Text-independent Speaker Verification. - Junyi Peng; Rongzhi Gu; Haoran Zhang; Yuexian Zou (APSIPA, 2020)

Deep Speaker Embedding with Long Short Term Centroid Learning for Text-Independent Speaker Verification. - Junyi Peng; Rongzhi Gu; Yuexian Zou (INTERSPEECH, 2020)

Effective Phase Encoding for End-To-End Speaker Verification. - Junyi Peng; Xiaoyang Qu; Rongzhi Gu; Jianzong Wang; Jing Xiao 006; Lukás Burget; Jan Cernocký (Interspeech, 2021)

ICSpk: Interpretable Complex Speaker Embedding Extractor from Raw Waveform. - Junyi Peng; Xiaoyang Qu; Jianzong Wang; Rongzhi Gu; Jing Xiao 006; Lukás Burget; Jan Cernocký (Interspeech, 2021)

Learnable Sparse Filterbank for Speaker Verification. - Junyi Peng; Rongzhi Gu; Ladislav Mosner; Oldrich Plchot; Lukás Burget; Jan Cernocký (INTERSPEECH, 2022)

Progressive Contrastive Learning for Self-Supervised Text-Independent Speaker Verification. - Junyi Peng; Chunlei Zhang; Jan Honza Cernocký; Dong Yu 001 (Odyssey, 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 (SLT, 2022)

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 (ICASSP, 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 (INTERSPEECH, 2023)

Multi-Channel Speech Separation with Cross-Attention and Beamforming. - Ladislav Mosner; Oldrich Plchot; Junyi Peng; Lukás Burget; Jan Cernocký (INTERSPEECH, 2023)

Improving Speaker Verification with Self-Pretrained Transformer Models. - Junyi Peng; Oldrich Plchot; Themos Stafylakis; Ladislav Mosner; Lukás Burget; Jan Cernocký (INTERSPEECH, 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., 2023)

Probing Self-Supervised Learning Models With Target Speech Extraction. - Junyi Peng; Marc Delcroix; Tsubasa Ochiai; Oldrich Plchot; Takanori Ashihara; Shoko Araki; Jan Cernocký (ICASSP Workshops, 2024)

Target Speech Extraction with Pre-Trained Self-Supervised Learning Models. - Junyi Peng; Marc Delcroix; Tsubasa Ochiai; Oldrich Plchot; Shoko Araki; Jan Cernocký (ICASSP, 2024)

Multi-Channel Extension of Pre-trained Models for Speaker Verification. - Ladislav Mosner; Romain Serizel; Lukás Burget; Oldrich Plchot; Emmanuel Vincent 001; Junyi Peng; Jan Cernocký (INTERSPEECH, 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 (SLT, 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)

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)

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 (ICASSP, 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 (ICASSP, 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)

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 003; et al. (CoRR, 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; et al. (CoRR, 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; et al. (CoRR, 2025)

SoloSpeech: Enhancing Intelligibility and Quality in Target Speech Extraction through a Cascaded Generative Pipeline. - Helin Wang; Jiarui Hai; Dongchao Yang; Chen Chen 075; Kai Li; Junyi Peng; Thomas Thebaud; Laureano Moro-Velázquez; Jesús Villalba 001; Najim Dehak (CoRR, 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; et al. (CoRR, 2025)