[P] Speech Separation Algorithm

I'm working on using an audio wav file as input that would have 2 to 3 people conversing.

1. I have to identify the two different voices. Separate 2 voices.

2. Convert these voices into text and have their transcripts stored.

I have gone through huggingface transformers such a web2vec2 and svoice from Facebook research but I find It difficult to implement the models.

Can someone guide me on approaching such tasks as I am being a beginner in audio domain of …

algorithm machinelearning speech