HM-Conformer: A Conformer-based audio deepfake detection system with hierarchical pooling and multi-level classification token aggregation methods.
Hyun-seo ShinJungwoo HeoJu-ho KimChan-yeong LimWonbin KimHa-Jin YuPublished in: CoRR (2023)
Keyphrases
- preprocessing
- benchmark datasets
- robust classification
- classification systems
- cross validation
- classification method
- pattern classification
- significant improvement
- training set
- multiclass classification
- hierarchical classification
- terms of classification accuracy
- feature extraction and classification
- machine learning methods
- soccer video
- accurate classification
- classification algorithm
- classification scheme
- multimedia
- machine learning algorithms
- model selection
- image classification
- computational cost
- object recognition
- pattern recognition
- decision trees