62 citations · 247 across the 32 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.LG2019★ 47 cited
EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings
Jing Han, Zixing Zhang, Zhao Ren +1
Despite remarkable advances in emotion recognition, they are severely restrained from either the essentially limited property of the employed single modality, or the synchronous pr…
cs.CL2019★ 8 cited
Attention-Augmented End-to-End Multi-Task Learning for Emotion Prediction from Speech
Zixing Zhang, Bingwen Wu, Bjoern Schuller
Despite the increasing research interest in end-to-end learning systems for speech emotion recognition, conventional systems either suffer from the overfitting due in part to the l…
cs.LG2019★ 4 cited
Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data
Zixing Zhang, Jing Han, Kun Qian +3
One of the frontier issues that severely hamper the development of automatic snore sound classification (ASSC) associates to the lack of sufficient supervised training data. To cop…