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Surrey System for DCASE 2022 Task 5: Few-shot Bioacoustic Event Detection with Segment-level Metric Learning


Jul 21, 2022
Haohe Liu , Xubo Liu , Xinhao Mei , Qiuqiang Kong , Wenwu Wang , Mark D. Plumbley

* Technical Report of the system that ranks 2nd in the DCASE Challenge Task 5. arXiv admin note: text overlap with arXiv:2207.07773 

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Continual Learning For On-Device Environmental Sound Classification


Jul 18, 2022
Yang Xiao , Xubo Liu , James King , Arshdeep Singh , Eng Siong Chng , Mark D. Plumbley , Wenwu Wang

* The first two authors contributed equally, 5 pages one figure, submitted to DCASE2022 Workshop 

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Segment-level Metric Learning for Few-shot Bioacoustic Event Detection


Jul 15, 2022
Haohe Liu , Xubo Liu , Xinhao Mei , Qiuqiang Kong , Wenwu Wang , Mark D. Plumbley

* 2nd place in the DCASE 2022 Challenge Task 5. Submitted to the DCASE 2022 workshop 

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Automated Audio Captioning: an Overview of Recent Progress and New Challenges


May 12, 2022
Xinhao Mei , Xubo Liu , Mark D. Plumbley , Wenwu Wang

* Submitted to EURASIP Journal on Audio Speech and Music Processing in April 

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On Metric Learning for Audio-Text Cross-Modal Retrieval


Apr 13, 2022
Xinhao Mei , Xubo Liu , Jianyuan Sun , Mark D. Plumbley , Wenwu Wang

* 5 pages, submitted to InterSpeech2022 

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RaDur: A Reference-aware and Duration-robust Network for Target Sound Detection


Apr 05, 2022
Dongchao Yang , Helin Wang , Zhongjie Ye , Yuexian Zou , Wenwu Wang

* submitted to interspeech2022 

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A Two-student Learning Framework for Mixed Supervised Target Sound Detection


Apr 05, 2022
Dongchao Yang , Helin Wang , Yuexian Zou , Wenwu Wang

* submitted to interspeech2022 

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Separate What You Describe: Language-Queried Audio Source Separation


Mar 28, 2022
Xubo Liu , Haohe Liu , Qiuqiang Kong , Xinhao Mei , Jinzheng Zhao , Qiushi Huang , Mark D. Plumbley , Wenwu Wang

* Submitted to INTERSPEECH 2022, 5 pages, 3 figures 

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Leveraging Pre-trained BERT for Audio Captioning


Mar 27, 2022
Xubo Liu , Xinhao Mei , Qiushi Huang , Jianyuan Sun , Jinzheng Zhao , Haohe Liu , Mark D. Plumbley , Volkan Kılıç , Wenwu Wang

* Submitted to the 30th European Signal Processing Conference (EUSIPCO), 5 pages, 2 figures 

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Deep Neural Decision Forest for Acoustic Scene Classification


Mar 07, 2022
Jianyuan Sun , Xubo Liu , Xinhao Mei , Jinzheng Zhao , Mark D. Plumbley , Volkan Kılıç , Wenwu Wang

* Submitted to the 30th European Signal Processing Conference (EUSIPCO), 5 pages, 2 figures 

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