Multi-Modal Automatic Prosody Annotation with Contrastive Pretraining of SSWP

1 code implementation • 11 Sep 2023 • Jinzuomu Zhong, Yang Li, Hui Huang, Jie Liu, Zhiba Su, Jing Guo, Benlai Tang, Fengjie Zhu

While human prosody annotation contributes a lot to the performance, it is a labor-intensive and time-consuming process, often resulting in inconsistent outcomes.

TranssionADD: A multi-frame reinforcement based sequence tagging model for audio deepfake detection

no code implementations • 27 Jun 2023 • Jie Liu, Zhiba Su, Hui Huang, Caiyan Wan, Quanxiu Wang, Jiangli Hong, Benlai Tang, Fengjie Zhu

We propose our novel TranssionADD system as a solution to the challenging problem of model robustness and audio segment outliers in the trace competition.

Data Augmentation DeepFake Detection +1