When dealing with Machine Learning we need to pay attention to certain things. This will cover some such observations.
<aside> 💡
The performance of any Machine Learning algorithm is heavily dependent on the representation of data they are given
</aside>
For example, a system designed for cesarean delivery would not be able to make sense of an MIR report as the data inputs would differ.
<aside> 💡
Thus it becomes necessary to design the right set of features to extract for a particular task
</aside>
For speaker identification, it might be the speaker’s vocal tract,