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Audio and Speech Processing, Electrical Engineering and Systems Science

Unlocking Emotional Speech Communication: A Comprehensive Database and Survey

Unlocking Emotional Speech Communication: A Comprehensive Database and Survey

This study aimed to investigate the relationship between emotional expression and cognitive processing in patients with speech difficulties. The researchers used a variety of methods to collect data, including audio recordings, functional near-infrared spectroscopy (fNIRS), and facial expression analysis. They found that patients with dysarthria had difficulty expressing emotions and that this was associated with impairments in cognitive processing, particularly in the areas of attention and memory. The study also showed that fNIRS can be a useful tool for measuring changes in brain activity related to emotional expression.

Emotional Expression and Cognitive Processing

The study found that patients with dysarthria had difficulty expressing emotions, which was associated with impairments in cognitive processing, particularly in the areas of attention and memory. This suggests that there is a close relationship between emotional expression and cognitive processing, and that difficulties in one area can affect the other.

Difficulty Expressing Emotions

Patients with dysarthria had difficulty expressing emotions, which was evident in their speech recordings. The researchers used audio recordings to measure the patients’ ability to produce different emotional sounds, such as happy, sad, and angry. They found that patients with dysarthria had difficulty producing these emotional sounds, particularly in terms of pitch and duration.

Impairments in Cognitive Processing

The study also found impairments in cognitive processing in patients with dysarthria. The researchers used fNIRS to measure changes in brain activity related to emotional expression, and found that patients with dysarthria had difficulty processing emotional information. This was evident in their ability to focus attention on emotional stimuli, and to remember emotional details.

fNIRS as a Measurement Tool

The study demonstrated the usefulness of fNIRS as a measurement tool for assessing changes in brain activity related to emotional expression. The researchers found that fNIRS can provide accurate and reliable measures of brain activity, which can be used to evaluate the effectiveness of treatment interventions.

Conclusion

In conclusion, this study highlights the importance of considering both cognitive processing and emotional expression when evaluating speech difficulties in patients with dysarthria. The findings suggest that there is a close relationship between these two areas, and that impairments in one area can affect the other. The study also demonstrates the usefulness of fNIRS as a measurement tool for assessing changes in brain activity related to emotional expression. Overall, the study provides valuable insights into the complex interplay between cognitive processing and emotional expression in patients with dysarthria.