DeepMMSE: A Deep Learning Approach to MMSE-Based Noise Power Spectral Density Estimation.
Qiquan ZhangAaron NicolsonMingjiang WangKuldip K. PaliwalChenxu WangPublished in: IEEE ACM Trans. Audio Speech Lang. Process. (2020)
Keyphrases
- density estimation
- deep learning
- power spectral
- power spectrum
- density function
- mixture model
- unsupervised learning
- probability density function
- frequency domain
- machine learning
- natural images
- weakly supervised
- outlier detection
- em algorithm
- mental models
- denoising
- supervised learning
- model selection
- gaussian mixture model
- expectation maximization
- object recognition