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google / uis-rnn

This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.
https://arxiv.org/abs/1810.04719
Apache License 2.0
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wrong diarization results for long sentence (about 60 seconds) #25

Closed xebro closed 5 years ago

xebro commented 5 years ago

We trained a diarization model with our own data, the test result is correct for short utterances. However for longer utterances, the diarization output is all zero. Could you explain the possible reasons for this? Thank you.

wq2012 commented 5 years ago

@xebro Without any information about your experiment, it's impossible for us to debug.

Providing these would be helpful for us to investigate:

  1. Logs of your training and testing. (what commands you used in your terminal, and what have been printed to your screen)
  2. Your serialized *.uisrnn model file.
  3. A few examples of your training data and testing data, including both successful and failing ones.
  4. Your arguments, dependency versions, etc.