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An Initial study on Birdsong Re-synthesis Using Neural Vocoders
Our subjective results indicate no difference in the three vocoders in terms of species discrimination (ABX test).
Neural i-vectors
To combine the benefits of high performance and generative interpretation, we investigate the use of deep embedding extractor and i-vector extractor in succession.
Unleashing the Unused Potential of I-Vectors Enabled by GPU Acceleration
In particular, we achieve an acceleration of 3000 times in frame posterior computation compared to real time and 25 times in training the i-vector extractor compared to the CPU baseline from Kaldi toolkit.
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