Juncheng Li

According to our database, Juncheng Li authored at least 31 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Error-aware Quantization through Noise Tempering.

Zheng Wang, Juncheng B. Li, Shuhui Qu, Florian Metze, Emma Strubell

CoRR, 2022

SQuAT: Sharpness- and Quantization-Aware Training for BERT.

Zheng Wang, Juncheng B. Li, Shuhui Qu, Florian Metze, Emma Strubell

CoRR, 2022

Robustness of Neural Architectures for Audio Event Detection.

Juncheng B. Li, Shuhui Qu, Florian Metze

CoRR, 2022

Masked Autoencoders that Listen.

Po-Yao Huang, Hu Xu, Juncheng Li, Alexei Baevski, Michael Auli, Wojciech Galuba, Florian Metze, Christoph Feichtenhofer

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

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

Juncheng Li, Shuhui Qu, Po-Yao Huang, Florian Metze

Proceedings of the Interspeech 2022, 2022

On Adversarial Robustness Of Large-Scale Audio Visual Learning.

Juncheng B. Li, Shuhui Qu, Xinjian Li, Bernie Po-Yao Huang, Florian Metze

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Hierarchical Phone Recognition with Compositional Phonetics.

Xinjian Li, Juncheng Li, Florian Metze, Alan W. Black

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Audio-Visual Event Recognition Through the Lens of Adversary.

Juncheng B. Li, Kaixin Ma, Shuhui Qu, Po-Yao Huang, Florian Metze

Proceedings of the IEEE International Conference on Acoustics, 2021

Phone Distribution Estimation for Low Resource Languages.

Xinjian Li, Juncheng Li, Jiali Yao, Alan W. Black, Florian Metze

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Revisiting Factorizing Aggregated Posterior in Learning Disentangled Representations.

Ze Cheng, Juncheng Li, Chenxu Wang, Jixuan Gu, Hao Xu, Xinjian Li, Florian Metze

CoRR, 2020

Universal Phone Recognition with a Multilingual Allophone System.

Xinjian Li, Siddharth Dalmia, Juncheng Li, Matthew Lee, Patrick Littell, Jiali Yao, Antonios Anastasopoulos, David R. Mortensen, Graham Neubig, Alan W. Black, Florian Metze

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Towards Zero-Shot Learning for Automatic Phonemic Transcription.

Xinjian Li, Siddharth Dalmia, David R. Mortensen, Juncheng Li, Alan W. Black, Florian Metze

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Joint embeddings with multimodal cues for video-text retrieval.

Niluthpol Chowdhury Mithun, Juncheng Li, Florian Metze, Amit K. Roy-Chowdhury

Int. J. Multim. Inf. Retr., 2019

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

Juncheng B. Li, Shuhui Qu, Xinjian Li, J. Zico Kolter, Florian Metze

CoRR, 2019

Adversarial Music: Real world Audio Adversary against Wake-word Detection System.

Juncheng Li, Shuhui Qu, Xinjian Li, Joseph Szurley, J. Zico Kolter, Florian Metze

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Adversarial camera stickers: A physical camera-based attack on deep learning systems.

Juncheng Li, Frank R. Schmidt, J. Zico Kolter

Proceedings of the 36th International Conference on Machine Learning, 2019

A Comparison of Five Multiple Instance Learning Pooling Functions for Sound Event Detection with Weak Labeling.

Yun Wang, Juncheng Li, Florian Metze

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Learning Joint Embedding with Multimodal Cues for Cross-Modal Video-Text Retrieval.

Niluthpol Chowdhury Mithun, Juncheng Li, Florian Metze, Amit K. Roy-Chowdhury

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Comparing the Max and Noisy-Or Pooling Functions in Multiple Instance Learning for Weakly Supervised Sequence Learning Tasks.

Yun Wang, Juncheng Li, Florian Metze

Proceedings of the Interspeech 2018, 2018

Multiple Instance Deep Learning for Weakly Supervised Small-Footprint Audio Event Detection.

Shao-Yen Tseng, Juncheng Li, Yun Wang, Florian Metze, Joseph Szurley, Samarjit Das

Proceedings of the Interspeech 2018, 2018

Eventness: Object Detection on Spectrograms for Temporal Localization of Audio Events.

Phuong Pham, Juncheng Li, Joseph Szurley, Samarjit Das

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Light-Weight Multimodal Framework for Improved Environmental Audio Tagging.

Juncheng Li, Yun Wang, Joseph Szurley, Florian Metze, Samarjit Das

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Towards Knowledge Oriented Intelligent Audio Analytics.

Alessandro Oltramari, Joseph Szurley, Samarjit Das, Jonathan Francis, Juncheng Li

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Multiple Instance Deep Learning for Weakly Supervised Audio Event Detection.

Shao-Yen Tseng, Juncheng Li, Yun Wang, Joseph Szurley, Florian Metze, Samarjit Das

CoRR, 2017

A Comparison of deep learning methods for environmental sound.

Juncheng Li, Wei Dai, Florian Metze, Shuhui Qu, Samarjit Das

CoRR, 2017

CMU-UCR-BOSCH @ TRECVID 2017: VIDEO TO TEXT RETRIEVAL.

Niluthpol Chowdhury Mithun, Juncheng B. Li, Florian Metze, Amit K. Roy-Chowdhury, Samarjit Das

Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

Real-Time Fine Grained Occupancy Estimation Using Depth Sensors on ARM Embedded Platforms.

Sirajum Munir, Ripudaman Singh Arora, Craig Hesling, Juncheng Li, Jonathan Francis, Charles Shelton, Christopher Martin, Anthony Rowe, Mario Berges

Proceedings of the 2017 IEEE Real-Time and Embedded Technology and Applications Symposium, 2017

A comparison of Deep Learning methods for environmental sound detection.

Juncheng Li, Wei Dai, Florian Metze, Shuhui Qu, Samarjit Das

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Very deep convolutional neural networks for raw waveforms.

Wei Dai, Chia Dai, Shuhui Qu, Juncheng Li, Samarjit Das

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Learning Filter Banks Using Deep Learning For Acoustic Signals.

Shuhui Qu, Juncheng Li, Wei Dai, Samarjit Das

CoRR, 2016

Understanding Audio Pattern Using Convolutional Neural Network From Raw Waveforms.

Shuhui Qu, Juncheng Li, Wei Dai, Samarjit Das

CoRR, 2016