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Journal Articles
- 2024
[j6]Rongzhi Gu
, Yi Luo:
ReZero: Region-Customizable Sound Extraction. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2576-2589 (2024)- [j5]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): 44-62 (2024) - 2023
- [j4]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: 849-862 (2023) - 2021
- [j3]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: 1370-1374 (2021) - 2020
- [j2]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): 530-541 (2020) - 2017
- [j1]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): 57-63 (2017)
Conference and Workshop Papers
- 2024
- [c27]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: 19323-19331 - [c26]Yi Luo, Rongzhi Gu:
Improving Music Source Separation with Simo Stereo Band-Split Rnn. ICASSP 2024: 426-430 - [c25]Yi Luo, Rongzhi Gu:
Fast Random Approximation of Multi-Channel Room Impulse Response. ICASSP Workshops 2024: 449-454 - [c24]Jingjie Fan, Rongzhi Gu, Yi Luo, Cong Pang:
A Unified Geometry-Aware Source Localization and Separation Framework for AD-HOC Microphone Array. ICASSP Workshops 2024: 725-729 - 2023
- [c23]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: 1-5 - [c22]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: 1-2 - [c21]Jianwei Yu, Hangting Chen, Yi Luo, Rongzhi Gu, Chao Weng:
High Fidelity Speech Enhancement with Band-split RNN. INTERSPEECH 2023: 2483-2487 - [c20]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: 2523-2527 - 2022
- [c19]Xinmeng Xu, Rongzhi Gu, Yuexian Zou:
Improving Dual-Microphone Speech Enhancement by Learning Cross-Channel Features with Multi-Head Attention. ICASSP 2022: 6492-6496 - [c18]Li Wang, Rongzhi Gu, Weiji Zhuang, Peng Gao, Yujun Wang, Yuexian Zou:
Learning Decoupling Features Through Orthogonality Regularization. ICASSP 2022: 7562-7566 - [c17]Junyi Peng, Rongzhi Gu, Ladislav Mosner, Oldrich Plchot, Lukás Burget, Jan Cernocký:
Learnable Sparse Filterbank for Speaker Verification. INTERSPEECH 2022: 5110-5114 - [c16]Zifeng Zhao, Rongzhi Gu, Dongchao Yang, Jinchuan Tian, Yuexian Zou:
Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction. INTERSPEECH 2022: 5318-5322 - [c15]Zifeng Zhao, Dongchao Yang, Rongzhi Gu, Haoran Zhang, Yuexian Zou:
Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches. INTERSPEECH 2022: 5333-5337 - 2021
- [c14]Rongzhi Gu, Shi-Xiong Zhang, Meng Yu, Dong Yu:
3D Spatial Features for Multi-Channel Target Speech Separation. ASRU 2021: 996-1002 - [c13]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: 511-515 - [c12]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: 2366-2370 - [c11]Li Wang, Rongzhi Gu, Nuo Chen, Yuexian Zou:
Text Anchor Based Metric Learning for Small-Footprint Keyword Spotting. Interspeech 2021: 4219-4223 - 2020
- [c10]Junyi Peng, Rongzhi Gu, Haoran Zhang, Yuexian Zou:
Context-adaptive Gaussian Attention for Text-independent Speaker Verification. APSIPA 2020: 595-599 - [c9]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: 7319-7323 - [c8]Junyi Peng, Rongzhi Gu, Yuexian Zou:
Deep Speaker Embedding with Long Short Term Centroid Learning for Text-Independent Speaker Verification. INTERSPEECH 2020: 3246-3250 - [c7]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: 3496-3500 - 2019
- [c6]Junyi Peng, Rongzhi Gu, Yuexian Zou, Wenwu Wang:
Speaker-discriminative Embedding Learning via Affinity Matrix for Short Utterance Speaker Verification. APSIPA 2019: 314-319 - [c5]Rongzhi Gu, Junyi Peng, Yuexian Zou, Dong Yu:
Alleviate Cross-chunk Permutation through Chunk-level Speaker Embedding for Blind Speech Separation. APSIPA 2019: 325-331 - [c4]Junyi Peng, Rongzhi Gu, Yuexian Zou:
Logistic Similarity Metric Learning via Affinity Matrix for Text-Independent Speaker Verification. ASRU 2019: 704-709 - [c3]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: 4290-4294 - [c2]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: 4574-4578 - 2017
- [c1]Yuexian Zou, Rongzhi Gu, Disong Wang, Aimin Jiang, Christian H. Ritz:
Learning a robust DOA estimation model with acoustic vector sensor cues. APSIPA 2017: 1688-1691
Informal and Other Publications
- 2024
- [i23]Yi Luo, Jianwei Yu, Hangting Chen, Rongzhi Gu, Chao Weng:
Gull: A Generative Multifunctional Audio Codec. CoRR abs/2404.04947 (2024) - [i22]Yaoxun Xu, Hangting Chen, Jianwei Yu, Wei Tan, Rongzhi Gu, Shun Lei, Zhiwei Lin, Zhiyong Wu:
MuCodec: Ultra Low-Bitrate Music Codec. CoRR abs/2409.13216 (2024) - 2023
- [i21]Rongzhi Gu, Shi-Xiong Zhang, Dong Yu:
3D Neural Beamforming for Multi-channel Speech Separation Against Location Uncertainty. CoRR abs/2302.13462 (2023) - [i20]Yi Luo, Rongzhi Gu:
Fast Random Approximation of Multi-channel Room Impulse Response. CoRR abs/2304.08052 (2023) - [i19]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 abs/2308.06981 (2023) - [i18]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 abs/2308.11053 (2023) - [i17]Rongzhi Gu, Yi Luo:
ReZero: Region-customizable Sound Extraction. CoRR abs/2308.16892 (2023) - [i16]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 abs/2312.10381 (2023) - 2022
- [i15]Li Wang, Rongzhi Gu, Weiji Zhuang, Peng Gao, Yujun Wang, Yuexian Zou:
Learning Decoupling Features Through Orthogonality Regularization. CoRR abs/2203.16772 (2022) - [i14]Zifeng Zhao, Dongchao Yang, Rongzhi Gu, Haoran Zhang, Yuexian Zou:
Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches. CoRR abs/2204.01355 (2022) - [i13]Zifeng Zhao, Rongzhi Gu, Dongchao Yang, Jinchuan Tian, Yuexian Zou:
Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction. CoRR abs/2204.07375 (2022) - [i12]Xinmeng Xu, Rongzhi Gu, Yuexian Zou:
Improving Dual-Microphone Speech Enhancement by Learning Cross-Channel Features with Multi-Head Attention. CoRR abs/2205.01280 (2022) - [i11]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 abs/2210.16032 (2022) - [i10]Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu:
Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation. CoRR abs/2212.08348 (2022) - 2021
- [i9]Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu:
Complex Neural Spatial Filter: Enhancing Multi-channel Target Speech Separation in Complex Domain. CoRR abs/2104.12359 (2021) - [i8]Jinchuan Tian, Rongzhi Gu, Helin Wang, Yuexian Zou:
Layer Reduction: Accelerating Conformer-Based Self-Supervised Model via Layer Consistency. CoRR abs/2105.00812 (2021) - [i7]Li Wang, Rongzhi Gu, Nuo Chen, Yuexian Zou:
Text Anchor Based Metric Learning for Small-footprint Keyword Spotting. CoRR abs/2108.05516 (2021) - 2020
- [i6]Rongzhi Gu, Yuexian Zou:
Temporal-Spatial Neural Filter: Direction Informed End-to-End Multi-channel Target Speech Separation. CoRR abs/2001.00391 (2020) - [i5]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 abs/2003.03927 (2020) - [i4]Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Lianwu Chen, Yuexian Zou, Dong Yu:
Multi-modal Multi-channel Target Speech Separation. CoRR abs/2003.07032 (2020) - [i3]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 abs/2005.08571 (2020) - 2019
- [i2]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 abs/1905.06286 (2019) - [i1]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 abs/1905.07497 (2019)
Coauthor Index
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