Sequence to One RNN for voiceprint recognition

[ForeverGaara]

hello @nicholas-leonard

I am very interested in Sequence to One RNN, woud it be possible to apply RNN on voiceprint recognition/speaker recognition, and what kind structure of RNN can be used to do this task. looking forward your reply, thank you.

[nicholas-leonard]

Yes. You can checkout our sequence-to-one.lua script. The key is to use a SelectTable(-1) after your Sequencer(RNN).

[Trojahn]

Hi @nicholas-leonard!

How can i change the example script to:
1 - Support 1D vector values instead of simple numbers? (Each sample have the same size)
2 - Support sequences of variable size? (Even considering batch_size = 1)

My aim is to classify if a given sequence (formed by a bunch of 1D vectors values) is either of a given class or not (binary classifier).

Thank you!