Active Learning with Task Adaptation Pre-training for Speech Emotion Recognition

1 code implementation • 1 May 2024 • Dongyuan Li, Ying Zhang, Yusong Wang, Funakoshi Kataro, Manabu Okumura

To address these issues, we propose an active learning (AL)-based fine-tuning framework for SER, called \textsc{After}, that leverages task adaptation pre-training (TAPT) and AL methods to enhance performance and efficiency.

Active Learning Speech Emotion Recognition +2