Muqiao Yang

Muqiao Yang

Carnegie Mellon University

H-index: 7

North America-United States

About Muqiao Yang

Muqiao Yang, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Machine Learning, Natural Language Processing, Speech Recognition, Speech Enhancement.

His recent articles reflect a diverse array of research interests and contributions to the field:

Improving Continual Learning of Acoustic Scene Classification via Mutual Information Optimization

uSee: Unified Speech Enhancement And Editing with Conditional Diffusion Models

SPATIALCODEC: Neural Spatial Speech Coding

Signal transformer: Complex-valued attention and meta-learning for signal recognition

Evaluating and Improving Continual Learning in Spoken Language Understanding

Towards noise-tolerant speech-referring video object segmentation: Bridging speech and text

Rethinking Voice-Face Correlation: A Geometry View

Continual Contrastive Spoken Language Understanding

Muqiao Yang Information

University

Position

___

Citations(all)

273

Citations(since 2020)

273

Cited By

10

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Muqiao Yang Skills & Research Interests

Machine Learning

Natural Language Processing

Speech Recognition

Speech Enhancement

Top articles of Muqiao Yang

Improving Continual Learning of Acoustic Scene Classification via Mutual Information Optimization

2024/4/14

uSee: Unified Speech Enhancement And Editing with Conditional Diffusion Models

2024/4/14

SPATIALCODEC: Neural Spatial Speech Coding

2024/4/14

Signal transformer: Complex-valued attention and meta-learning for signal recognition

2024/4/14

Ying Peng
Ying Peng

H-Index: 8

Muqiao Yang
Muqiao Yang

H-Index: 2

Evaluating and Improving Continual Learning in Spoken Language Understanding

arXiv preprint arXiv:2402.10427

2024/2/16

Towards noise-tolerant speech-referring video object segmentation: Bridging speech and text

2023/12

Rethinking Voice-Face Correlation: A Geometry View

2023/10/26

Continual Contrastive Spoken Language Understanding

arXiv preprint arXiv:2310.02699

2023/10/4

Unifying Robustness and Fidelity: A Comprehensive Study of Pretrained Generative Methods for Speech Enhancement in Adverse Conditions

arXiv preprint arXiv:2309.09028

2023/9/16

Paaploss: A Phonetic-Aligned Acoustic Parameter Loss for Speech Enhancement

ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

2023/6/4

Sequence-level knowledge distillation for class-incremental end-to-end spoken language understanding

arXiv preprint arXiv:2305.13899

2023/5/23

Muqiao Yang
Muqiao Yang

H-Index: 2

Backdoor attacks with input-unique triggers in nlp

arXiv preprint arXiv:2303.14325

2023/3/25

A Closer Look at Reinforcement Learning-Based Automatic Speech Recognition

Available at SSRN 4620411

2023

Simulating realistic speech overlaps improves multi-talker ASR

ICASSP 2023

2022/10/27

Online Continual Learning of End-to-End Speech Recognition Models

Interspeech 2022

2022/7/11

Improving Speech Enhancement through Fine-Grained Speech Characteristics

arXiv preprint arXiv:2207.00237

2022/7/1

M2lens: Visualizing and explaining multimodal models for sentiment analysis

IEEE Transactions on Visualization and Computer Graphics

2021/9/29

Muqiao Yang
Muqiao Yang

H-Index: 2

Yong Wang
Yong Wang

H-Index: 36

Self-supervised representation learning with relative predictive coding

arXiv preprint arXiv:2103.11275

2021/3/21

Combining Programmable Potentials and Neural Networks for Materials Problems.

2021

Multimodal routing: Improving local and global interpretability of multimodal language analysis

Proceedings of the Conference on Empirical Methods in Natural Language Processing. Conference on Empirical Methods in Natural Language Processing

2020/11

See List of Professors in Muqiao Yang University(Carnegie Mellon University)

Co-Authors

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