Technological innovation, including artificial intelligence, contribute to their knowledge and experiencen various sectors with different approaches. This type of technology is capable of remembering behavior and even generating predictions about certain possible decisions.

A recent study conducted at the University of Southern California, Voice characteristics of 134 couples in therapy. The study claims to have almost 80% accuracy in predicting the future of relationships.

The main aim of the analysis was the study to extract the vocal speech patterns of the couples. The final result of your relationship, whether it gets better or not. In addition, an approach based on the acoustics of the interaction between two people was adopted during the therapy.

With this, techniques were established for processing audio signals in addition to data representations. inspired by psychological theories. The aim was to design a computational scheme for the estimation of the outcome of the treatment being considered.

“We formulated the outcome estimation as binary (improvement versus no improvement) and multiclass classification problems (different levels of improvement). uses machine learning techniques for automatically distinguish underlying patterns from the audio signal of these classes” indicates academic publication.

The document explained that artificial intelligence has several preprocessing steps. There, various acoustic features were extracted from each of the 458 10-minute sessions. Based on this information, estimates were made. 79.3% assertiveness.