Rongzhi Gu

64 papers A* 3A 13C 2Misc 6Journal 34Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
MEPIC: Memory Efficient Position Independent Caching for LLM Serving.
CoRR
Qian Wang, Zahra Yousefijamarani, Morgan Lindsay Heisler, Rongzhi Gu, Xiaolong Bai, Shan Yizhou, Wei Zhang, Wang Lan, Ying Xiong, Yong Zhang, Zhenan Fan
2025 A* conf
MuCodec: Ultra Low-Bitrate Music Codec for Music Generation.
ACM Multimedia
Yaoxun Xu, Hangting Chen, Jianwei Yu, Wei Tan, Shun Lei, Zhiwei Lin, Rongzhi Gu, Zhiyong Wu
2025 J jnl
MuQ: Self-Supervised Music Representation Learning with Mel Residual Vector Quantization.
CoRR
Haina Zhu, Yizhi Zhou, Hangting Chen, Jianwei Yu, Ziyang Ma, Rongzhi Gu, Yi Luo, Wei Tan, Xie Chen
2025 A* conf
SongEditor: Adapting Zero-Shot Song Generation Language Model as a Multi-Task Editor.
AAAI
Chenyu Yang, Shuai Wang, Hangting Chen, Jianwei Yu, Wei Tan, Rongzhi Gu, Yaoxun Xu, Yizhi Zhou, Haina Zhu, Haizhou Li
2025 J jnl
SongPrep: A Preprocessing Framework and End-to-end Model for Full-song Structure Parsing and Lyrics Transcription.
CoRR
Wei Tan, Shun Lei, Huaicheng Zhang, Guangzheng Li, Yixuan Zhang, Hangting Chen, Jianwei Yu, Rongzhi Gu, Dong Yu
2025 A conf
WAKE: Watermarking Audio with Key Enrichment.
INTERSPEECH
Yaoxun Xu, Jianwei Yu, Hangting Chen, Zhiyong Wu, Xixin Wu, Dong Yu, Rongzhi Gu, Yi Luo
2025 J jnl
WAKE: Watermarking Audio with Key Enrichment.
CoRR
Yaoxun Xu, Jianwei Yu, Hangting Chen, Zhiyong Wu, Xixin Wu, Dong Yu, Rongzhi Gu, Yi Luo
2024 — conf
A Unified Geometry-Aware Source Localization and Separation Framework for AD-HOC Microphone Array.
ICASSP Workshops
Jingjie Fan, Rongzhi Gu, Yi Luo, Cong Pang
2024 — conf
Fast Random Approximation of Multi-Channel Room Impulse Response.
ICASSP Workshops
Yi Luo, Rongzhi Gu
2024 J jnl
Gull: A Generative Multifunctional Audio Codec.
CoRR
Yi Luo, Jianwei Yu, Hangting Chen, Rongzhi Gu, Chao Weng
2024 Misc conf
Improving Music Source Separation with Simo Stereo Band-Split Rnn.
ICASSP
Yi Luo, Rongzhi Gu
2024 J jnl
MuCodec: Ultra Low-Bitrate Music Codec.
CoRR
Yaoxun Xu, Hangting Chen, Jianwei Yu, Wei Tan, Rongzhi Gu, Shun Lei, Zhiwei Lin, Zhiyong Wu
2024 J jnl
ReZero: Region-Customizable Sound Extraction.
IEEE ACM Trans. Audio Speech Lang. Process.
Rongzhi Gu, Yi Luo
2024 A* conf
SECap: Speech Emotion Captioning with Large Language Model.
AAAI
Yaoxun Xu, Hangting Chen, Jianwei Yu, Qiaochu Huang, Zhiyong Wu, Shi-Xiong Zhang, Guangzhi Li, Yi Luo, Rongzhi Gu
2024 J jnl
SongEditor: Adapting Zero-Shot Song Generation Language Model as a Multi-Task Editor.
CoRR
Chenyu Yang, Shuai Wang, Hangting Chen, Jianwei Yu, Wei Tan, Rongzhi Gu, Yaoxun Xu, Yizhi Zhou, Haina Zhu, Haizhou Li
2024 J jnl
The Sound Demixing Challenge 2023 - Cinematic Demixing Track.
Trans. Int. Soc. Music. Inf. Retr.
Stefan Uhlich, Giorgio Fabbro, Masato Hirano, Shusuke Takahashi, Gordon Wichern, Jonathan Le Roux, Dipam Chakraborty, Sharada Mohanty, Kai Li, Yi Luo, Jianwei Yu, Rongzhi Gu, Roman A. Solovyev, Alexander L. Stempkovskiy, Tatiana Habruseva, Mikhail Sukhovei, Yuki Mitsufuji
2023 J jnl
3D Neural Beamforming for Multi-channel Speech Separation Against Location Uncertainty.
CoRR
Rongzhi Gu, Shi-Xiong Zhang, Dong Yu
2023 J jnl
Fast Random Approximation of Multi-channel Room Impulse Response.
CoRR
Yi Luo, Rongzhi Gu
2023 A conf
High Fidelity Speech Enhancement with Band-split RNN.
INTERSPEECH
Jianwei Yu, Hangting Chen, Yi Luo, Rongzhi Gu, Chao Weng
2023 Misc conf
Parameter-Efficient Transfer Learning of Pre-Trained Transformer Models for Speaker Verification Using Adapters.
ICASSP
Junyi Peng, Themos Stafylakis, Rongzhi Gu, Oldrich Plchot, Ladislav Mosner, Lukás Burget, Jan Cernocký
2023 J jnl
ReZero: Region-customizable Sound Extraction.
CoRR
Rongzhi Gu, Yi Luo
2023 J jnl
SECap: Speech Emotion Captioning with Large Language Model.
CoRR
Yaoxun Xu, Hangting Chen, Jianwei Yu, Qiaochu Huang, Zhiyong Wu, Shi-Xiong Zhang, Guangzhi Li, Yi Luo, Rongzhi Gu
2023 Misc conf
TSpeech-AI System Description to the 5th Deep Noise Suppression (DNS) Challenge.
ICASSP
Jianwei Yu, Hangting Chen, Yi Luo, Rongzhi Gu, Weihua Li, Chao Weng
2023 J jnl
The Sound Demixing Challenge 2023 - Cinematic Demixing Track.
CoRR
Stefan Uhlich, Giorgio Fabbro, Masato Hirano, Shusuke Takahashi, Gordon Wichern, Jonathan Le Roux, Dipam Chakraborty, Sharada P. Mohanty, Kai Li, Yi Luo, Jianwei Yu, Rongzhi Gu, Roman A. Solovyev, Alexander L. Stempkovskiy, Tatiana Habruseva, Mikhail Sukhovei, Yuki Mitsufuji
2023 J jnl
Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation.
IEEE ACM Trans. Audio Speech Lang. Process.
Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu
2023 A conf
Ultra Dual-Path Compression For Joint Echo Cancellation And Noise Suppression.
INTERSPEECH
Hangting Chen, Jianwei Yu, Yi Luo, Rongzhi Gu, Weihua Li, Zhuocheng Lu, Chao Weng
2023 J jnl
Ultra Dual-Path Compression For Joint Echo Cancellation And Noise Suppression.
CoRR
Hangting Chen, Jianwei Yu, Yi Luo, Rongzhi Gu, Weihua Li, Zhuocheng Lu, Chao Weng
2022 Misc conf
Improving Dual-Microphone Speech Enhancement by Learning Cross-Channel Features with Multi-Head Attention.
ICASSP
Xinmeng Xu, Rongzhi Gu, Yuexian Zou
2022 J jnl
Improving Dual-Microphone Speech Enhancement by Learning Cross-Channel Features with Multi-Head Attention.
CoRR
Xinmeng Xu, Rongzhi Gu, Yuexian Zou
2022 A conf
Learnable Sparse Filterbank for Speaker Verification.
INTERSPEECH
Junyi Peng, Rongzhi Gu, Ladislav Mosner, Oldrich Plchot, Lukás Burget, Jan Cernocký
2022 Misc conf
Learning Decoupling Features Through Orthogonality Regularization.
ICASSP
Li Wang, Rongzhi Gu, Weiji Zhuang, Peng Gao, Yujun Wang, Yuexian Zou
2022 J jnl
Learning Decoupling Features Through Orthogonality Regularization.
CoRR
Li Wang, Rongzhi Gu, Weiji Zhuang, Peng Gao, Yujun Wang, Yuexian Zou
2022 J jnl
Parameter-efficient transfer learning of pre-trained Transformer models for speaker verification using adapters.
CoRR
Junyi Peng, Themos Stafylakis, Rongzhi Gu, Oldrich Plchot, Ladislav Mosner, Lukás Burget, Jan Cernocký
2022 A conf
Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction.
INTERSPEECH
Zifeng Zhao, Rongzhi Gu, Dongchao Yang, Jinchuan Tian, Yuexian Zou
2022 J jnl
Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction.
CoRR
Zifeng Zhao, Rongzhi Gu, Dongchao Yang, Jinchuan Tian, Yuexian Zou
2022 A conf
Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches.
INTERSPEECH
Zifeng Zhao, Dongchao Yang, Rongzhi Gu, Haoran Zhang, Yuexian Zou
2022 J jnl
Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches.
CoRR
Zifeng Zhao, Dongchao Yang, Rongzhi Gu, Haoran Zhang, Yuexian Zou
2022 J jnl
Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation.
CoRR
Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu
2021 C conf
3D Spatial Features for Multi-Channel Target Speech Separation.
ASRU
Rongzhi Gu, Shi-Xiong Zhang, Meng Yu, Dong Yu
2021 J jnl
Complex Neural Spatial Filter: Enhancing Multi-Channel Target Speech Separation in Complex Domain.
IEEE Signal Process. Lett.
Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu
2021 J jnl
Complex Neural Spatial Filter: Enhancing Multi-channel Target Speech Separation in Complex Domain.
CoRR
Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu
2021 A conf
Effective Phase Encoding for End-To-End Speaker Verification.
Interspeech
Junyi Peng, Xiaoyang Qu, Rongzhi Gu, Jianzong Wang, Jing Xiao, Lukás Burget, Jan Cernocký
2021 A conf
ICSpk: Interpretable Complex Speaker Embedding Extractor from Raw Waveform.
Interspeech
Junyi Peng, Xiaoyang Qu, Jianzong Wang, Rongzhi Gu, Jing Xiao, Lukás Burget, Jan Cernocký
2021 J jnl
Layer Reduction: Accelerating Conformer-Based Self-Supervised Model via Layer Consistency.
CoRR
Jinchuan Tian, Rongzhi Gu, Helin Wang, Yuexian Zou
2021 A conf
Text Anchor Based Metric Learning for Small-Footprint Keyword Spotting.
Interspeech
Li Wang, Rongzhi Gu, Nuo Chen, Yuexian Zou
2021 J jnl
Text Anchor Based Metric Learning for Small-footprint Keyword Spotting.
CoRR
Li Wang, Rongzhi Gu, Nuo Chen, Yuexian Zou
2020 A conf
Audio-Visual Multi-Channel Recognition of Overlapped Speech.
INTERSPEECH
Jianwei Yu, Bo Wu, Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Dong Yu, Xunying Liu, Helen Meng
2020 J jnl
Audio-visual Multi-channel Recognition of Overlapped Speech.
CoRR
Jianwei Yu, Bo Wu, Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Dong Yu, Xunying Liu, Helen Meng
2020 — conf
Context-adaptive Gaussian Attention for Text-independent Speaker Verification.
APSIPA
Junyi Peng, Rongzhi Gu, Haoran Zhang, Yuexian Zou
2020 A conf
Deep Speaker Embedding with Long Short Term Centroid Learning for Text-Independent Speaker Verification.
INTERSPEECH
Junyi Peng, Rongzhi Gu, Yuexian Zou
2020 Misc conf
Enhancing End-to-End Multi-Channel Speech Separation Via Spatial Feature Learning.
ICASSP
Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Yuexian Zou, Dong Yu
2020 J jnl
Enhancing End-to-End Multi-channel Speech Separation via Spatial Feature Learning.
CoRR
Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Yuexian Zou, Dong Yu
2020 J jnl
Multi-Modal Multi-Channel Target Speech Separation.
IEEE J. Sel. Top. Signal Process.
Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Lianwu Chen, Yuexian Zou, Dong Yu
2020 J jnl
Multi-modal Multi-channel Target Speech Separation.
CoRR
Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Lianwu Chen, Yuexian Zou, Dong Yu
2020 J jnl
Temporal-Spatial Neural Filter: Direction Informed End-to-End Multi-channel Target Speech Separation.
CoRR
Rongzhi Gu, Yuexian Zou
2019 A conf
A Comprehensive Study of Speech Separation: Spectrogram vs Waveform Separation.
INTERSPEECH
Fahimeh Bahmaninezhad, Jian Wu, Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Meng Yu, Dong Yu
2019 J jnl
A comprehensive study of speech separation: spectrogram vs waveform separation.
CoRR
Fahimeh Bahmaninezhad, Jian Wu, Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Meng Yu, Dong Yu
2019 — conf
Alleviate Cross-chunk Permutation through Chunk-level Speaker Embedding for Blind Speech Separation.
APSIPA
Rongzhi Gu, Junyi Peng, Yuexian Zou, Dong Yu
2019 J jnl
End-to-End Multi-Channel Speech Separation.
CoRR
Rongzhi Gu, Jian Wu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Yuexian Zou, Dong Yu
2019 C conf
Logistic Similarity Metric Learning via Affinity Matrix for Text-Independent Speaker Verification.
ASRU
Junyi Peng, Rongzhi Gu, Yuexian Zou
2019 A conf
Neural Spatial Filter: Target Speaker Speech Separation Assisted with Directional Information.
INTERSPEECH
Rongzhi Gu, Lianwu Chen, Shi-Xiong Zhang, Jimeng Zheng, Yong Xu, Meng Yu, Dan Su, Yuexian Zou, Dong Yu
2019 — conf
Speaker-discriminative Embedding Learning via Affinity Matrix for Short Utterance Speaker Verification.
APSIPA
Junyi Peng, Rongzhi Gu, Yuexian Zou, Wenwu Wang
2017 J jnl
Interaction Data Detection System to Upgrade Brick and Mortar Shops: Metrics Allow Offline Shops to Compete with Online Retailers.
IEEE Consumer Electron. Mag.
Xin Su, Rongzhi Gu, Guangjie Han, Dongmin Choi
2017 — conf
Learning a robust DOA estimation model with acoustic vector sensor cues.
APSIPA
Yuexian Zou, Rongzhi Gu, Disong Wang, Aimin Jiang, Christian H. Ritz