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: ICASSP (2024)
Keyphrases
- benchmark datasets
- classification systems
- classification method
- cross validation
- preprocessing
- machine learning methods
- robust classification
- decision trees
- significant improvement
- terms of classification accuracy
- multiclass classification
- pattern recognition
- benchmark data sets
- support vector
- accurate classification
- pattern classification
- feature extraction and classification
- machine learning algorithms
- feature extraction
- multimedia
- machine learning
- detection algorithm
- model selection
- object detection
- multi class
- classification accuracy