Layer-Wise Analysis of Self-Supervised Acoustic Word Embeddings: A Study on Speech Emotion Recognition

no code implementations • 4 Feb 2024 • Alexandra Saliba, Yuanchao Li, Ramon Sanabria, Catherine Lai

Through a comparative experiment and a layer-wise accuracy analysis on two distinct corpora, IEMOCAP and ESD, we explore differences between AWEs and raw self-supervised representations, as well as the proper utilization of AWEs alone and in combination with word embeddings.

Speech Emotion Recognition Word Embeddings