Cross-Corpus Speech Emotion Recognition Based on Multi-Task Learning and Subdomain Adaptation.

To solve the problem of feature distribution discrepancy in cross-corpus speech emotion recognition tasks, this paper proposed an emotion recognition model based on multi-task learning and subdomain adaptation, which alleviates the impact on emotion recognition. Existing methods have shortcomings in speech feature representation and cross-corpus feature distribution alignment. The proposed model uses a deep denoising auto-encoder as a shared feature extraction network for multi-task learning, and the fully connected layer and softmax layer are added before each recognition task as task-specific layers.

[Effect of endogenous H2S on platelet L-Arg transport].

Objective: To observe the effect of novel air neuromodulator H2S on platelet function of L-Arg transport for discussing H2S of effect on platelet function.

Methods: Saturate H2S solution as donate made rat rich platelet plasma and pre-incubation rat platelet with different density of H2S. To measure the velocity of L-Arg transport in platelet by radioactivity technique.

Preventing and treating actions of compound lian zhu capsule on micrangium lesions in diabetic rats.

Tissue culture, biochemical techniques and radioimmunoassay were used to study the effects of Compound Lian Zhu Capsule on micrangium lesions in diabetic rats. The results indicated that blood sugar, glycosylated hemoglobin (GHb), urinary protein and malondialdehyde (MDA) contents, aldose reductase (AR) activity and 3H-TdR incorporation rate in the vascular smooth muscle cell (VSMC) were significantly higher, and plasma NO content in the diabetes mellitus (DM) group were significantly lower than those in the normal control group (both P < 0.05).