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ESPnet-SPK: add support for multi-task learning #5780

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Alexgichamba
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What?

Add support for multi-task learning in ESPnet-SPK. This feature currently supports enabling Spoofing Aware Speaker Verification (SASV) in ESPnet-SPK.

Why?

To support learning integrated SASV embeddings in ESPnet-SPK.

See also

This should support integrated SASV embeddings as in Towards single integrated spoofing-aware speaker verification embeddings

@mergify mergify bot added the ESPnet2 label May 9, 2024
@sw005320 sw005320 added New Features SID Speaker identification/embedding labels May 9, 2024
@sw005320 sw005320 added this to the v.202405 milestone May 9, 2024
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sw005320 commented May 9, 2024

Thanks a lot, @Alexgichamba!
Can you also run the recipe and make sure that we get some expected results for SASV?

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sw005320 commented May 9, 2024

Add @Jungjee

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Thanks a lot, @Alexgichamba! Can you also run the recipe and make sure that we get some expected results for SASV?

Sure thing. I will train with the new spoofed utterances and report the SASV results on the ASVspoof LA ASV test set.

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ESPnet2 New Features SID Speaker identification/embedding
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