Comments (12)
You can train for about 1000 epoches.
from fastspeech.
OoOoOo, it still need 10 days. Do you reproduce the synthesis result ?
from fastspeech.
I am training this model.
from fastspeech.
I update readme.
from fastspeech.
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 ?
from fastspeech.
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
from fastspeech.
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?
from fastspeech.
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。
from fastspeech.
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!
from fastspeech.
你没有停止训练了三天吗,感觉需要的时间太久了?
from fastspeech.
模型能在CPU上面做到实时吗?
from fastspeech.
模型能在CPU上面做到实时吗?
需要剪枝
from fastspeech.
Related Issues (20)
- Is this still maintained?
- training stops in few seconds and no checkpoint file created HOT 3
- error in new commit HOT 9
- How to get alignment? HOT 8
- Preprocess.py got stuck: Tried to debug
- Have anyone tried using LSTM to replace FFT block?
- What is the difference between postnet and CBHG? HOT 3
- 请问训练多久得到的pretrain model呢?然后,请问使用了多少GPU呢? HOT 1
- Resume training from checkpoint result in NaN? HOT 1
- How to extract alignment from tacotron2? HOT 6
- long int 转换成float erro
- denoiser HOT 1
- some question about squeezewave denoiser
- onnxruntime.capi.onnxruntime_pybind11_state.Fail: [ONNXRuntimeError] : 1 : FAIL : Load model from fastwave.onnx failed:Type Error: Type parameter (T) bound to different types (tensor(double) and tensor(float) in node ().
- Expected object of backend CUDA but got backend CPU for argument #3 'index' HOT 1
- duration loss calulated in log domain or linear domain
- wav in chinese HOT 1
- Error when training new model for another language
- BUG:OSError: sndfile library not found HOT 1
- RuntimeError: stack expects each tensor to be equal size, but got [40, 240] at entry 0 and [78, 202] at entry 1
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