Getting speaker embeddings

[AH289]

UniSpeech-SAT directory in this repo contains an example. The example takes a .wav file as an input and produces a tensor 'f' as an output. Can I get the speaker embeddings from 'f'?

[MarkWuNLP]

UniSpeech-SAT directory in this repo contains an example. The example takes a .wav file as an input and produces a tensor 'f' as an output. Can I get the speaker embeddings from 'f'?

Hi,
If you would like to get speaker embeddings, you can refer to what we have done for speaker verification https://github.com/microsoft/UniSpeech/tree/main/UniSpeech-SAT/speaker_verification . @czy97 Add Zhengyang into the thread.

[czy97]

UniSpeech-SAT directory in this repo contains an example. The example takes a .wav file as an input and produces a tensor 'f' as an output. Can I get the speaker embeddings from 'f'?

Specifically, you can get the speaker embedding from this line:

UniSpeech/UniSpeech-SAT/speaker_verification/verification.py

Line 50 in 866ad28

emb1 = model(wav1)

[AH289]

Thank you so much.