TTS setup: LJspeech (single speaker). Text2Mel and Mel2wav are both trained on LJspeech.
References: Tacotron2, Parallel Wavegan, PARP

Prune Text2Mel with PARP

ID Text Full Tacotron2 (valid.loss.best) + Full parallal wavegan Full Transformer-TTS (valid.loss.best) + Full parallal wavegan 10% sparse Tacotron2 (valid.loss.best) + Full parallal wavegan 10% sparse Transformer-TTS (valid.loss.best) + Full parallal wavegan 20% sparse Tacotron2 (valid.loss.best) + Full parallal wavegan 20% sparse Transformer-TTS (valid.loss.best) + Full parallal wavegan 30% sparse Tacotron2 (valid.loss.best) + Full parallal wavegan 30% sparse Transformer-TTS (valid.loss.best) + Full parallal wavegan 40% sparse Tacotron2 (valid.loss.best) + Full parallal wavegan 40% sparse Transformer-TTS (valid.loss.best) + Full parallal wavegan 50% sparse Tacotron2 (valid.loss.best) + Full parallal wavegan 50% sparse Transformer-TTS (valid.loss.best) + Full parallal wavegan 60% sparse Tacotron2 (valid.loss.best) + Full parallal wavegan 60% sparse Transformer-TTS (valid.loss.best) + Full parallal wavegan 70% sparse Tacotron2 (valid.loss.best) + Full parallal wavegan 70% sparse Transformer-TTS (valid.loss.best) + Full parallal wavegan 75% sparse Tacotron2 (valid.loss.best) + Full parallal wavegan 75% sparse Transformer-TTS (valid.loss.best) + Full parallal wavegan 80% sparse Tacotron2 (valid.loss.best) + Full parallal wavegan 80% sparse Transformer-TTS (valid.loss.best) + Full parallal wavegan 85% sparse Tacotron2 (valid.loss.best) + Full parallal wavegan 85% sparse Transformer-TTS (valid.loss.best) + Full parallal wavegan 90% sparse Tacotron2 (valid.loss.best) + Full parallal wavegan 90% sparse Transformer-TTS (valid.loss.best) + Full parallal wavegan 95% sparse Tacotron2 (valid.loss.best) + Full parallal wavegan 95% sparse Transformer-TTS (valid.loss.best) + Full parallal wavegan 99% sparse Tacotron2 (valid.loss.best) + Full parallal wavegan 99% sparse Transformer-TTS (valid.loss.best) + Full parallal wavegan
LJ049-0032 Text:
had no special design or equipment which would have permitted the Secret Service agent riding in the driver's compartment

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LJ049-0037 Text:
In contrast, the Vice Presidential vehicle, although not specially designed for that purpose,

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LJ049-0098 Text:
In nineteen oh two bills passed both Houses of Congress but failed of enactment when the Senate refused to accept the conference report.

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LJ050-0028 Text:
no sizable organization can achieve efficiency without the careful analysis and demarcation of responsibility

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LJ050-0007 Text:
have made it difficult for the Treasury to maintain close and continuing supervision.

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LJ050-0015 Text:
The Commission recommends that the Secretary of the Treasury appoint a special assistant with the responsibility of supervising the Service.

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Prune Text2Mel with PARP-Progressive

ID Text Full Tacotron2 (valid.loss.best) + Full parallal wavegan 75%-80% sparse Tacotron2 (latest) + Full parallal wavegan 75%-85% sparse Tacotron2 (latest) + Full parallal wavegan 75%-90% sparse Tacotron2 (latest) + Full parallal wavegan 80%-85% sparse Tacotron2 (latest) + Full parallal wavegan 80%-90% sparse Tacotron2 (latest) + Full parallal wavegan 80%-95% sparse Tacotron2 (latest) + Full parallal wavegan 85%-90% sparse Tacotron2 (latest) + Full parallal wavegan 85%-95% sparse Tacotron2 (latest) + Full parallal wavegan 90%-95% sparse Tacotron2 (latest) + Full parallal wavegan
LJ049-0032 Text:
had no special design or equipment which would have permitted the Secret Service agent riding in the driver's compartment

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LJ049-0037 Text:
In contrast, the Vice Presidential vehicle, although not specially designed for that purpose,

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LJ049-0098 Text:
In nineteen oh two bills passed both Houses of Congress but failed of enactment when the Senate refused to accept the conference report.

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LJ050-0028 Text:
no sizable organization can achieve efficiency without the careful analysis and demarcation of responsibility

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LJ050-0007 Text:
have made it difficult for the Treasury to maintain close and continuing supervision.

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LJ050-0015 Text:
The Commission recommends that the Secretary of the Treasury appoint a special assistant with the responsibility of supervising the Service.

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