Sparsity-based audio declipping methods: overview, new algorithms, and large-scale evaluation.
Clément GaultierSrdan KiticRémi GribonvalNancy BertinPublished in: CoRR (2020)
Keyphrases
- significant improvement
- evaluation methods
- computational cost
- synthetic and real datasets
- methods outperform
- problems in computer vision
- huge data sets
- high computational complexity
- evaluation metrics
- statistical methods
- machine learning methods
- benchmark datasets
- computational complexity
- computationally efficient
- computationally expensive
- multimedia
- algorithms require
- heuristic methods
- computationally intensive
- optimization methods
- search methods
- gold standard
- machine learning algorithms
- optimization problems
- theoretical guarantees
- methods require
- exhaustive search
- evaluation criteria
- learning algorithm
- data structure