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Comments (12)

xcmyz avatar xcmyz commented on August 17, 2024

You can train for about 1000 epoches.

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zceng avatar zceng commented on August 17, 2024

OoOoOo, it still need 10 days. Do you reproduce the synthesis result ?

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xcmyz avatar xcmyz commented on August 17, 2024

I am training this model.

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xcmyz avatar xcmyz commented on August 17, 2024

I update readme.

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zceng avatar zceng commented on August 17, 2024

Thanks for your answers. I also training this model and synthetic some audio, but the performance of the synthesis audio is worse than my expected. Maybe model parameter or structure need be adjusted.

The paper mentions a method, named sequence-level knowledge distillation, which increase the MOS scores by 0.325. Do you think it is necessary to implement ?

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yinchyu avatar yinchyu commented on August 17, 2024

训练的过程特别慢,而且betch_size 设置为8,如果设置过大就会out of mermory,这个要怎么解决,而且gpu的利用率并不高,话说你用这个训练过中文吗?,不知道这个训练中文结果好不好

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yinchyu avatar yinchyu commented on August 17, 2024

我训练出来的结果也很差基本听不到人声,loss值大概在0.2然后感觉就不向下降了,这个是怎么回事?你了解其他的关于离线的tts如何实现的吗?

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zceng avatar zceng commented on August 17, 2024

我的GPU显存有16G,batch_size 设置的64,训练过程会比较久,我用了大概3天。如果你的 batch_size 设置成 8,收敛速度理论上会更慢。

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NileZhou avatar NileZhou commented on August 17, 2024

你的效果怎么样,作者给出的结果,感觉效果不是很好,有很多的背景音,除了这些还有哪些参数可以直接进行更改,比如步长,和其他的,我的gpu是8g的很难受!,帮帮我!

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NileZhou avatar NileZhou commented on August 17, 2024

你没有停止训练了三天吗,感觉需要的时间太久了?

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li-xx-5 avatar li-xx-5 commented on August 17, 2024

模型能在CPU上面做到实时吗?

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xcmyz avatar xcmyz commented on August 17, 2024

模型能在CPU上面做到实时吗?

需要剪枝

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