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Thanks for the great work! It really help me a lot. But there is still one point that I can't figure out. What is the principle of readout and teacher forcing? How can we feeding the output(or ground…
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Here is the partial output of my code:
```
python3 ch9-p247-encdec.py
printFnc: func:
printFnc: func:
--------------------------------
['outputs'] :
torch.Size([1, 2, 2])
tensor([[[-0.…
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### Description
I trained a Tacotron2 model using the `espnet/egs2/ljspeech/tts1` recipe with the configuration file `espnet/egs2/ljspeech/tts1/conf/tuning/train_tacotron2.yaml`.
I want to obtain …
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基于`Transformer`的模型,其解码器在训练的时候可以采用`teacher-forcing`进行加速训练,在后期还可以根据epoch控制真实值和预测值的比例。但是在评估、推断/预测阶段,解码器的输入应该根据其上一时刻的输出迭代更新,再继续作为输入,以达到自回归的目的。
```python
dec_in : [batch, pred_len, d_model],为简化,假设batch和d…
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File "teacher_forcing.py", line 140, in
teacher_forcing_training(args)
File "teacher_forcing.py", line 130, in teacher_forcing_training
trainer.fit(summarizer_module)
File "/remote-ho…
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instead of running in a teacher-forcing in training stage, can we run the model in free running style?:
```
for i in range(T):
X_{t}=RNN(X_{t-1},hidden_state)
```
since teacher-forcing may …
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**As a teacher creating an assignment, I want to control the kind of grouping that occurs for assignments, so I don't get confused but hidden defaults that don't work with my course.**
## Flow
(…
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The hparams.py says `n_frames_per_step=1, # currently only 1 is supported`, but reduction window is very important for them model to pick up alignment. Using a reduction window can be considered as d…
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我想请问一下,您在评估模型的时候,会出现https://arxiv.org/abs/2405.06459中提出的隐式使用teacher forcing的情况吗?以及后续是否会加上与输入随机噪声进行对比的评估,您的工作验证了使用LLM实现spike-to-speech的可行性,给我们带来很多启发,因此,确保该结果是真实有效的对我们很重要。
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Hey @zlinao @EvelynFan ,
Thanks for this clear code structure.
I'm trying to train this model after removing the `style emb layer` without any `template `
So, while forward pass you're using like…