Skip to content

PIT Loss for multichannel audio for speech separation #691

@SutirthaChakraborty

Description

@SutirthaChakraborty

I have a 4 channel audio generated by my model (left,right,side,mid).
I can I apply PIT loss into it
The shape of the tensors are
Speaker one : [batch,channel,time]
Speaker two: [batch,channel,time]

If I need to apply PIT, how should I apply : [batch,channel,speaker,time] ?

if I convert it to mono, or take the mean, the model is unable to learn 4 channels properly.

Metadata

Metadata

Assignees

No one assigned

    Labels

    questionFurther information is requested

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions