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Error-aware Quantization through Noise Tempering


Dec 11, 2022
Zheng Wang, Juncheng B Li, Shuhui Qu, Florian Metze, Emma Strubell

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SQuAT: Sharpness- and Quantization-Aware Training for BERT


Oct 13, 2022
Zheng Wang, Juncheng B Li, Shuhui Qu, Florian Metze, Emma Strubell

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Robustness of Neural Architectures for Audio Event Detection


May 06, 2022
Juncheng B Li, Shuhui Qu, Florian Metze

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AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification


Apr 03, 2022
Juncheng B Li, Shuhui Qu, Po-Yao Huang, Florian Metze

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On Adversarial Robustness of Large-scale Audio Visual Learning


Mar 23, 2022
Juncheng B Li, Shuhui Qu, Xinjian Li, Po-Yao, Huang, Florian Metze

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* 2022 International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2022) 

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Audio-Visual Event Recognition through the lens of Adversary


Nov 15, 2020
Juncheng B Li, Kaixin Ma, Shuhui Qu, Po-Yao Huang, Florian Metze

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* 4 pages 

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Adversarial Music: Real World Audio Adversary Against Wake-word Detection System


Dec 06, 2019
Juncheng B. Li, Shuhui Qu, Xinjian Li, Joseph Szurley, J. Zico Kolter, Florian Metze

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* NIPS2019_9362, pages = {11908--11918}, year = {2019}, publisher = {Curran Associates, Inc.}, url = {http://papers.nips.cc/paper/9362-adversarial-music-real-world-audio-adversary-against-wake-word-detection-system.pdf} } 
* 9 pages, In Proceedings of NeurIPS 2019 Conference 

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A Comparison of deep learning methods for environmental sound


Mar 20, 2017
Juncheng Li, Wei Dai, Florian Metze, Shuhui Qu, Samarjit Das

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* published at ICASSP 2017 
* 5 pages including reference 

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Learning Filter Banks Using Deep Learning For Acoustic Signals


Nov 29, 2016
Shuhui Qu, Juncheng Li, Wei Dai, Samarjit Das

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