Muqiao Yang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 40

Top Topics

Language Understanding

Lesion Segmentation

Diffusion Models

Scene Classification

Top Venues

Publications

Muqiao Yang, Chunlei Zhang, Yong Xu, Zhongweiyang Xu, Heming Wang, Bhiksha Raj, Dong Yu
uSee: Unified Speech Enhancement And Editing with Conditional Diffusion Models. ICASSP (2024)
Fan Yang, Muqiao Yang, Xiang Li, Yuxuan Wu, Zhiyuan Zhao, Bhiksha Raj, Rita Singh
A closer look at reinforcement learning-based automatic speech recognition. Comput. Speech Lang. 87 (2024)
Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj
Continual Contrastive Spoken Language Understanding. ACL (Findings) (2024)
Ying Peng, Yihong Dong, Muqiao Yang, Songtao Lu, Qingjiang Shi
Signal Transformer: Complex-Valued Attention and Meta-Learning for Signal Recognition. ICASSP (2024)
Muqiao Yang, Xiang Li, Umberto Cappellazzo, Shinji Watanabe, Bhiksha Raj
Evaluating and Improving Continual Learning in Spoken Language Understanding. CoRR (2024)
Zhongweiyang Xu, Yong Xu, Vinay Kothapally, Heming Wang, Muqiao Yang, Dong Yu
SPATIALCODEC: Neural Spatial Speech Coding. ICASSP (2024)
Muqiao Yang, Umberto Cappellazzo, Xiang Li, Bhiksha Raj
Improving Continual Learning of Acoustic Scene Classification via Mutual Information Optimization. ICASSP (2024)
Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj
Continual Contrastive Spoken Language Understanding. CoRR (2023)
Xukun Zhou, Jiwei Li, Tianwei Zhang, Lingjuan Lyu, Muqiao Yang, Jun He
Backdoor Attacks with Input-unique Triggers in NLP. CoRR (2023)
Xiang Li, Yandong Wen, Muqiao Yang, Jinglu Wang, Rita Singh, Bhiksha Raj
Rethinking Voice-Face Correlation: A Geometry View. ACM Multimedia (2023)
Xiang Li, Yandong Wen, Muqiao Yang, Jinglu Wang, Rita Singh, Bhiksha Raj
Rethinking Voice-Face Correlation: A Geometry View. CoRR (2023)
Muqiao Yang, Joseph Konan, David Bick, Yunyang Zeng, Shuo Han, Anurag Kumar, Shinji Watanabe, Bhiksha Raj
PAAPLoss: A Phonetic-Aligned Acoustic Parameter Loss for Speech Enhancement. CoRR (2023)
Xiang Li, Jinglu Wang, Xiaohao Xu, Muqiao Yang, Fan Yang, Yizhou Zhao, Rita Singh, Bhiksha Raj
Towards Noise-Tolerant Speech-Referring Video Object Segmentation: Bridging Speech and Text. EMNLP (2023)
Zhongweiyang Xu, Yong Xu, Vinay Kothapally, Heming Wang, Muqiao Yang, Dong Yu
SpatialCodec: Neural Spatial Speech Coding. CoRR (2023)
Yunyang Zeng, Joseph Konan, Shuo Han, David Bick, Muqiao Yang, Anurag Kumar, Shinji Watanabe, Bhiksha Raj
TAPLoss: A Temporal Acoustic Parameter Loss for Speech Enhancement. ICASSP (2023)
Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. CoRR (2023)
Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. INTERSPEECH (2023)
Muqiao Yang, Chunlei Zhang, Yong Xu, Zhongweiyang Xu, Heming Wang, Bhiksha Raj, Dong Yu
uSee: Unified Speech Enhancement and Editing with Conditional Diffusion Models. CoRR (2023)
Yunyang Zeng, Joseph Konan, Shuo Han, David Bick, Muqiao Yang, Anurag Kumar, Shinji Watanabe, Bhiksha Raj
TAPLoss: A Temporal Acoustic Parameter Loss for Speech Enhancement. CoRR (2023)
Heming Wang, Meng Yu, Hao Zhang, Chunlei Zhang, Zhongweiyang Xu, Muqiao Yang, Yixuan Zhang, Dong Yu
Unifying Robustness and Fidelity: A Comprehensive Study of Pretrained Generative Methods for Speech Enhancement in Adverse Conditions. CoRR (2023)
Muqiao Yang, Naoyuki Kanda, Xiaofei Wang, Jian Wu, Sunit Sivasankaran, Zhuo Chen, Jinyu Li, Takuya Yoshioka
Simulating Realistic Speech Overlaps Improves Multi-Talker ASR. ICASSP (2023)
Muqiao Yang, Joseph Konan, David Bick, Yunyang Zeng, Shuo Han, Anurag Kumar, Shinji Watanabe, Bhiksha Raj
Paaploss: A Phonetic-Aligned Acoustic Parameter Loss for Speech Enhancement. ICASSP (2023)
Muqiao Yang, Naoyuki Kanda, Xiaofei Wang, Jian Wu, Sunit Sivasankaran, Zhuo Chen, Jinyu Li, Takuya Yoshioka
Simulating realistic speech overlaps improves multi-talker ASR. CoRR (2022)
Muqiao Yang, Joseph Konan, David Bick, Anurag Kumar, Shinji Watanabe, Bhiksha Raj
Improving Speech Enhancement through Fine-Grained Speech Characteristics. CoRR (2022)
Xingbo Wang, Jianben He, Zhihua Jin, Muqiao Yang, Yong Wang, Huamin Qu
M2Lens: Visualizing and Explaining Multimodal Models for Sentiment Analysis. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Muqiao Yang, Joseph Konan, David Bick, Anurag Kumar, Shinji Watanabe, Bhiksha Raj
Improving Speech Enhancement through Fine-Grained Speech Characteristics. INTERSPEECH (2022)
Muqiao Yang, Ian R. Lane, Shinji Watanabe
Online Continual Learning of End-to-End Speech Recognition Models. CoRR (2022)
Muqiao Yang, Ian R. Lane, Shinji Watanabe
Online Continual Learning of End-to-End Speech Recognition Models. INTERSPEECH (2022)
Ryan Mohr, Allan M. Avila, Soham Ghosh, Ananta Bhattarai, Muqiao Yang, Xintian Feng, Martin Head-Gordon, Ruslan Salakhutdinov, Maria Fonoberova, Igor Mezic
Combining Programmable Potentials and Neural Networks for Materials Problems. AAAI Spring Symposium: MLPS (2021)
Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov
Self-supervised Representation Learning with Relative Predictive Coding. ICLR (2021)
Yihong Dong, Ying Peng, Muqiao Yang, Songtao Lu, Qingjiang Shi
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition. CoRR (2021)
Xingbo Wang, Jianben He, Zhihua Jin, Muqiao Yang, Huamin Qu
M2Lens: Visualizing and Explaining Multimodal Models for Sentiment Analysis. CoRR (2021)
Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov
Self-supervised Representation Learning with Relative Predictive Coding. CoRR (2021)
Qiqi Xiao, Jiaxu Zou, Muqiao Yang, Alex Gaudio, Kris Kitani, Asim Smailagic, Pedro Costa, Min Xu
Improving Lesion Segmentation for Diabetic Retinopathy using Adversarial Learning. CoRR (2020)
Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency
Interpretable Multimodal Routing for Human Multimodal Language. CoRR (2020)
Muqiao Yang, Martin Q. Ma, Dongyu Li, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov
Complex Transformer: A Framework for Modeling Complex-Valued Sequence. ICASSP (2020)
Yao-Hung Hubert Tsai, Martin Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency
Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis. EMNLP (1) (2020)
Muqiao Yang, Martin Q. Ma, Dongyu Li, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov
Complex Transformer: A Framework for Modeling Complex-Valued Sequence. CoRR (2019)
Qiqi Xiao, Jiaxu Zou, Muqiao Yang, Alex Gaudio, Kris Kitani, Asim Smailagic, Pedro Costa, Min Xu
Improving Lesion Segmentation for Diabetic Retinopathy Using Adversarial Learning. ICIAR (2) (2019)
Mengsu Ding, Muqiao Yang, Shimin Chen
Storing and Querying Large-Scale Spatio-Temporal Graphs with High-Throughput Edge Insertions. CoRR (2019)