Flash-SemiCRF enables exact semi-CRF inference on long sequences by evaluating edge potentials from compact prefix sums and streaming the forward-backward pass while preserving exact gradients.
An overview of voice conversion systems,
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Hierarchical seq2seq model for parallel voice conversion pretrained as autoencoder on single-speaker data then adapted to limited multispeaker data, using mel spectrograms converted via wavenet vocoder.
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Streaming Structured Inference with Flash-SemiCRF
Flash-SemiCRF enables exact semi-CRF inference on long sequences by evaluating edge potentials from compact prefix sums and streaming the forward-backward pass while preserving exact gradients.
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Hierarchical Sequence to Sequence Voice Conversion with Limited Data
Hierarchical seq2seq model for parallel voice conversion pretrained as autoencoder on single-speaker data then adapted to limited multispeaker data, using mel spectrograms converted via wavenet vocoder.