Abstract: Heart sound analysis provides a non-invasive and cost-effective method for identifying and studying various heart diseases. However, when new categories emerge in dynamic environments, ...

Abstract: Classifying heartbeat sounds is a critical step in improving cardiovascular diagnostics, especially as reliance on traditional stethoscope assessments can be limited by human subjectivity.

You can train a text classifier with just a few lines of code: You can use instruct templates with instruct models such as intfloat/multilingual-e5-large-instruct. Other models may also improve in ...