How the work takes shape
Methods.
Records / 3
- 01
Methods
Cross-attentive multimodal emotion recognition
Encoding audio, text and video, learning cross-modal dependencies and evaluating emotion predictions.
- 02
Methods
Iterative feature boosting with attribution
Using Shapley-based explanations to examine acoustic features and refine an emotion-recognition model.
- 03
Methods
Learning a multiresolution signal representation
From a waveform to trainable wavelet analysis, learned denoising and a task-specific representation.