Joint Sparsity and marginal classification for improving Sparse Imputation performance in speech recognition ?
The self-similarity nature of speech is used to improve the Sparse Imputation method. The similar frames of speech utterance are identified using marginal classification. The Joint Sparsity method is used to reconstruct noisy component of similar frames together.
joint sparsity sparse imputation self-similarity robust automatic speech recognition compressive sensing