Junyi Peng

Ph.D. student

+420 54114 1291
pengjy@fit.vut.cz
L230.1 Office
243694/BUT personal ID

Publications

  • 2024

    PENG Junyi, DELCROIX Marc, OCHIAI Tsubasa, ASHIHARA Takanori, PLCHOT Oldřich, ARAKI Shoko and ČERNOCKÝ Jan. Probing Self-Supervised Learning Models With Target Speech Extraction. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Seoul: IEEE Signal Processing Society, 2024, pp. 535-539. ISBN 979-8-3503-7451-3.
    Detail

    PENG Junyi, DELCROIX Marc, OCHIAI Tsubasa, PLCHOT Oldřich, ARAKI Shoko and ČERNOCKÝ Jan. Target Speech Extraction with Pre-Trained Self-Supervised Learning Models. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Seoul: IEEE Signal Processing Society, 2024, pp. 10421-10425. ISBN 979-8-3503-4485-1.
    Detail

  • 2023

    SILNOVA Anna, SLAVÍČEK Josef, MOŠNER Ladislav, KLČO Michal, PLCHOT Oldřich, MATĚJKA Pavel, PENG Junyi, STAFYLAKIS Themos and BURGET Lukáš. ABC System Description for NIST LRE 2022. In: Proceedings of NIST LRE 2022 Workshop. Washington DC: National Institute of Standards and Technology, 2023, pp. 1-5.
    Detail

    PENG Junyi, PLCHOT Oldřich, STAFYLAKIS Themos, MOŠNER Ladislav, BURGET Lukáš and ČERNOCKÝ Jan. An attention-based backend allowing efficient fine-tuning of transformer models for speaker verification. In: 2022 IEEE Spoken Language Technology Workshop, SLT 2022 - Proceedings. Doha: IEEE Signal Processing Society, 2023, pp. 555-562. ISBN 978-1-6654-7189-3.
    Detail

    MATĚJKA Pavel, SILNOVA Anna, SLAVÍČEK Josef, MOŠNER Ladislav, PLCHOT Oldřich, KLČO Michal, PENG Junyi, STAFYLAKIS Themos and BURGET Lukáš. Description and Analysis of ABC Submission to NIST LRE 2022. In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Dublin: International Speech Communication Association, 2023, pp. 511-515. ISSN 1990-9772.
    Detail

    PENG Junyi, PLCHOT Oldřich, STAFYLAKIS Themos, MOŠNER Ladislav, BURGET Lukáš and ČERNOCKÝ Jan. Improving Speaker Verification with Self-Pretrained Transformer Models. In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Dublin: International Speech Communication Association, 2023, pp. 5361-5365. ISSN 1990-9772.
    Detail

    MOŠNER Ladislav, PLCHOT Oldřich, PENG Junyi, BURGET Lukáš and ČERNOCKÝ Jan. Multi-Channel Speech Separation with Cross-Attention and Beamforming. In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Dublin: International Speech Communication Association, 2023, pp. 1693-1697. ISSN 1990-9772.
    Detail

    PENG Junyi, STAFYLAKIS Themos, GU Rongzhi, PLCHOT Oldřich, MOŠNER Ladislav, BURGET Lukáš and ČERNOCKÝ Jan. Parameter-Efficient Transfer Learning of Pre-Trained Transformer Models for Speaker Verification Using Adapters. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Rhodes Island: IEEE Signal Processing Society, 2023, pp. 1-5. ISBN 978-1-7281-6327-7.
    Detail

  • 2022

    PENG Junyi, GU Rongzhi, MOŠNER Ladislav, PLCHOT Oldřich, BURGET Lukáš and ČERNOCKÝ Jan. Learnable Sparse Filterbank for Speaker Verification. In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Incheon: International Speech Communication Association, 2022, pp. 5110-5114. ISSN 1990-9772.
    Detail

    PENG Junyi, ZHANG Chunlei, ČERNOCKÝ Jan and YU Dong. Progressive contrastive learning for self-supervised text-independent speaker verification. In: Proceedings of The Speaker and Language Recognition Workshop (Odyssey 2022). Beijing: International Speech Communication Association, 2022, pp. 17-24.
    Detail

  • 2021

    PENG Junyi, QU Xiaoyang, GU Rongzhi, WANG Jianzong, XIAO Jing, BURGET Lukáš and ČERNOCKÝ Jan. Effective Phase Encoding for End-To-End Speaker Verification. In: Proceedings Interspeech 2021. Brno: International Speech Communication Association, 2021, pp. 2366-2370. ISSN 1990-9772.
    Detail

    PENG Junyi, QU Xiaoyang, WANG Jianzong, GU Rongzhi, XIAO Jing, BURGET Lukáš and ČERNOCKÝ Jan. ICSpk: Interpretable Complex Speaker Embedding Extractor from Raw Waveform. In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Brno: International Speech Communication Association, 2021, pp. 511-515. ISSN 1990-9772.
    Detail

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