Yang Sun

Non-negative matrix factorization as noise-robust feature extractor for speech recognition

Björn W. Schuller, Felix Weninger, Martin Wöllmer et al. · 2010 · 51 citations

Non-negative Matrix Factorization, Engineering, Machine Learning +18

TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment

Chenxi Liu, Qianxiong Xu, Miao Hao et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2025 · 37 citations · Full text

Monaural Source Separation in Complex Domain With Long Short-Term Memory Neural Network

Yang Sun, Yang Xian, Wenwu Wang et al. · IEEE Journal of Selected Topics in Signal Processing · 2019 · 35 citations

Artificial Intelligence, Source Separation, Engineering +23

Two-Stage Monaural Source Separation in Reverberant Room Environments Using Deep Neural Networks

Yang Sun, Wenwu Wang, Jonathon A. Chambers et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2018 · 33 citations · Full text

Source Separation, Deep Neural Networks, Engineering +15

Domain Adaptation and Autoencoder-Based Unsupervised Speech Enhancement

Yi Li, Yang Sun, Kirill V. Horoshenkov et al. · IEEE Transactions on Artificial Intelligence · 2021 · 29 citations · Full text