James Tavernor

Efficient Finetuning for Dimensional Speech Emotion Recognition in the Age of Transformers

Accurate speech emotion recognition is essential for developing human-facing systems. Recent advancements have included finetuning large, pretrained transformer models like Wav2Vec 2.0. However, the finetuning process requires substantial computational resources, including high-memory GPUs and signi…