Therefore, the result that audio-only MDRM performs better than textonly MDRM (1.412 vs. 1.431) may need careful interpretation as we have to stop audio-only model training early to prevent overfitting.
using both audio features and text features, the model usually converges in 20 epochs without over-fitting.