Sparsity-Based Audio Declipping Methods: Selected Overview, New Algorithms, and Large-Scale Evaluation.
Clément GaultierSrdan KiticRémi GribonvalNancy BertinPublished in: IEEE ACM Trans. Audio Speech Lang. Process. (2021)
Keyphrases
- significant improvement
- benchmark datasets
- computational cost
- computationally intensive
- high computational complexity
- evaluation metrics
- preprocessing
- methods require
- gold standard
- computationally expensive
- evaluation methods
- evaluation criteria
- heuristic methods
- optimization methods
- linear algebra
- machine learning methods
- methods outperform
- data structure
- real world
- synthetic and real datasets
- data mining techniques
- large scale data sets
- search methods
- exhaustive search
- evaluation method
- statistical methods
- computationally efficient
- semi supervised
- evolutionary algorithm
- multimedia
- learning algorithm