Rongzhi Gu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 53

Top Topics

Weakly Supervised

Speaker Verification

Directional Information

Metric Learning

Top Venues

Publications

Yi Luo, Rongzhi Gu
Improving Music Source Separation with Simo Stereo Band-Split Rnn. ICASSP (2024)
Rongzhi Gu, Yi Luo
ReZero: Region-Customizable Sound Extraction. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
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
The Sound Demixing Challenge 2023 - Cinematic Demixing Track. Trans. Int. Soc. Music. Inf. Retr. 7 (1) (2024)
Yaoxun Xu, Hangting Chen, Jianwei Yu, Qiaochu Huang, Zhiyong Wu, Shi-Xiong Zhang, Guangzhi Li, Yi Luo, Rongzhi Gu
SECap: Speech Emotion Captioning with Large Language Model. AAAI (2024)
Yi Luo, Jianwei Yu, Hangting Chen, Rongzhi Gu, Chao Weng
Gull: A Generative Multifunctional Audio Codec. CoRR (2024)
Jianwei Yu, Hangting Chen, Yi Luo, Rongzhi Gu, Weihua Li, Chao Weng
TSpeech-AI System Description to the 5th Deep Noise Suppression (DNS) Challenge. ICASSP (2023)
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)
Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu
Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Yaoxun Xu, Hangting Chen, Jianwei Yu, Qiaochu Huang, Zhiyong Wu, Shi-Xiong Zhang, Guangzhi Li, Yi Luo, Rongzhi Gu
SECap: Speech Emotion Captioning with Large Language Model. CoRR (2023)
Yi Luo, Rongzhi Gu
Fast Random Approximation of Multi-channel Room Impulse Response. CoRR (2023)
Hangting Chen, Jianwei Yu, Yi Luo, Rongzhi Gu, Weihua Li, Zhuocheng Lu, Chao Weng
Ultra Dual-Path Compression For Joint Echo Cancellation And Noise Suppression. INTERSPEECH (2023)
Hangting Chen, Jianwei Yu, Yi Luo, Rongzhi Gu, Weihua Li, Zhuocheng Lu, Chao Weng
Ultra Dual-Path Compression For Joint Echo Cancellation And Noise Suppression. CoRR (2023)
Rongzhi Gu, Yi Luo
ReZero: Region-customizable Sound Extraction. CoRR (2023)
Rongzhi Gu, Shi-Xiong Zhang, Dong Yu
3D Neural Beamforming for Multi-channel Speech Separation Against Location Uncertainty. CoRR (2023)
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
The Sound Demixing Challenge 2023 - Cinematic Demixing Track. CoRR (2023)
Jianwei Yu, Hangting Chen, Yi Luo, Rongzhi Gu, Chao Weng
High Fidelity Speech Enhancement with Band-split RNN. INTERSPEECH (2023)
Xinmeng Xu, Rongzhi Gu, Yuexian Zou
Improving Dual-Microphone Speech Enhancement by Learning Cross-Channel Features with Multi-Head Attention. CoRR (2022)
Zifeng Zhao, Rongzhi Gu, Dongchao Yang, Jinchuan Tian, Yuexian Zou
Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction. INTERSPEECH (2022)
Zifeng Zhao, Rongzhi Gu, Dongchao Yang, Jinchuan Tian, Yuexian Zou
Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction. CoRR (2022)
Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu
Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation. CoRR (2022)
Junyi Peng, Rongzhi Gu, Ladislav Mosner, Oldrich Plchot, Lukás Burget, Jan Cernocký
Learnable Sparse Filterbank for Speaker Verification. INTERSPEECH (2022)
Li Wang, Rongzhi Gu, Weiji Zhuang, Peng Gao, Yujun Wang, Yuexian Zou
Learning Decoupling Features Through Orthogonality Regularization. CoRR (2022)
Xinmeng Xu, Rongzhi Gu, Yuexian Zou
Improving Dual-Microphone Speech Enhancement by Learning Cross-Channel Features with Multi-Head Attention. ICASSP (2022)
Zifeng Zhao, Dongchao Yang, Rongzhi Gu, Haoran Zhang, Yuexian Zou
Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches. CoRR (2022)
Zifeng Zhao, Dongchao Yang, Rongzhi Gu, Haoran Zhang, Yuexian Zou
Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches. INTERSPEECH (2022)
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 (2022)
Li Wang, Rongzhi Gu, Weiji Zhuang, Peng Gao, Yujun Wang, Yuexian Zou
Learning Decoupling Features Through Orthogonality Regularization. ICASSP (2022)
Jinchuan Tian, Rongzhi Gu, Helin Wang, Yuexian Zou
Layer Reduction: Accelerating Conformer-Based Self-Supervised Model via Layer Consistency. CoRR (2021)
Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu
Complex Neural Spatial Filter: Enhancing Multi-Channel Target Speech Separation in Complex Domain. IEEE Signal Process. Lett. 28 (2021)
Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu
Complex Neural Spatial Filter: Enhancing Multi-channel Target Speech Separation in Complex Domain. CoRR (2021)
Li Wang, Rongzhi Gu, Nuo Chen, Yuexian Zou
Text Anchor Based Metric Learning for Small-footprint Keyword Spotting. CoRR (2021)
Li Wang, Rongzhi Gu, Nuo Chen, Yuexian Zou
Text Anchor Based Metric Learning for Small-Footprint Keyword Spotting. Interspeech (2021)
Rongzhi Gu, Shi-Xiong Zhang, Meng Yu, Dong Yu
3D Spatial Features for Multi-Channel Target Speech Separation. ASRU (2021)
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)
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)
Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Yuexian Zou, Dong Yu
Enhancing End-to-End Multi-Channel Speech Separation Via Spatial Feature Learning. ICASSP (2020)
Rongzhi Gu, Yuexian Zou
Temporal-Spatial Neural Filter: Direction Informed End-to-End Multi-channel Target Speech Separation. CoRR (2020)
Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Lianwu Chen, Yuexian Zou, Dong Yu
Multi-modal Multi-channel Target Speech Separation. CoRR (2020)
Jianwei Yu, Bo Wu, Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Dong Yu, Xunying Liu, Helen Meng
Audio-visual Multi-channel Recognition of Overlapped Speech. CoRR (2020)
Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Yuexian Zou, Dong Yu
Enhancing End-to-End Multi-channel Speech Separation via Spatial Feature Learning. CoRR (2020)
Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Lianwu Chen, Yuexian Zou, Dong Yu
Multi-Modal Multi-Channel Target Speech Separation. IEEE J. Sel. Top. Signal Process. 14 (3) (2020)
Junyi Peng, Rongzhi Gu, Haoran Zhang, Yuexian Zou
Context-adaptive Gaussian Attention for Text-independent Speaker Verification. APSIPA (2020)
Jianwei Yu, Bo Wu, Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Dong Yu, Xunying Liu, Helen Meng
Audio-Visual Multi-Channel Recognition of Overlapped Speech. INTERSPEECH (2020)
Junyi Peng, Rongzhi Gu, Yuexian Zou
Deep Speaker Embedding with Long Short Term Centroid Learning for Text-Independent Speaker Verification. INTERSPEECH (2020)
Junyi Peng, Rongzhi Gu, Yuexian Zou
Logistic Similarity Metric Learning via Affinity Matrix for Text-Independent Speaker Verification. ASRU (2019)
Fahimeh Bahmaninezhad, Jian Wu, Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Meng Yu, Dong Yu
A Comprehensive Study of Speech Separation: Spectrogram vs Waveform Separation. INTERSPEECH (2019)
Rongzhi Gu, Junyi Peng, Yuexian Zou, Dong Yu
Alleviate Cross-chunk Permutation through Chunk-level Speaker Embedding for Blind Speech Separation. APSIPA (2019)
Rongzhi Gu, Jian Wu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Yuexian Zou, Dong Yu
End-to-End Multi-Channel Speech Separation. CoRR (2019)
Junyi Peng, Rongzhi Gu, Yuexian Zou, Wenwu Wang
Speaker-discriminative Embedding Learning via Affinity Matrix for Short Utterance Speaker Verification. APSIPA (2019)
Rongzhi Gu, Lianwu Chen, Shi-Xiong Zhang, Jimeng Zheng, Yong Xu, Meng Yu, Dan Su, Yuexian Zou, Dong Yu
Neural Spatial Filter: Target Speaker Speech Separation Assisted with Directional Information. INTERSPEECH (2019)
Fahimeh Bahmaninezhad, Jian Wu, Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Meng Yu, Dong Yu
A comprehensive study of speech separation: spectrogram vs waveform separation. CoRR (2019)
Yuexian Zou, Rongzhi Gu, Disong Wang, Aimin Jiang, Christian H. Ritz
Learning a robust DOA estimation model with acoustic vector sensor cues. APSIPA (2017)
Xin Su, Rongzhi Gu, Guangjie Han, Dongmin Choi
Interaction Data Detection System to Upgrade Brick and Mortar Shops: Metrics Allow Offline Shops to Compete with Online Retailers. IEEE Consumer Electron. Mag. 6 (4) (2017)