train_tacotron.py giving error.

[anjanakethineni]

When I am training train_tacotron.py it is giving this error:

Using device: cpu

Initialising Tacotron Model...

Trainable Parameters: 11.088M Restoring from latest checkpoint... Loading latest weights: /content/drive/My Drive/WaveRNN/checkpoints/ljspeech_lsa_smooth_attention.tacotron/latest_weights.pyt Loading latest optimizer state: /content/drive/My Drive/WaveRNN/checkpoints/ljspeech_lsa_smooth_attention.tacotron/latest_optim.pyt <utils.paths.Paths object at 0x7fbce6e350f0> +----------------+------------+---------------+------------------+ | Steps with r=7 | Batch Size | Learning Rate | Outputs/Step (r) | +----------------+------------+---------------+------------------+ | 10k Steps | 32 | 0.001 | 7 | +----------------+------------+---------------+------------------+ error: Traceback (most recent call last): File "/content/drive/My Drive/WaveRNN/train_tacotron.py", line 202, in main() File "/content/drive/My Drive/WaveRNN/train_tacotron.py", line 98, in main tts_train_loop(paths, model, optimizer, train_set, lr, training_steps, attn_example) File "/content/drive/My Drive/WaveRNN/train_tacotron.py", line 126, in tts_train_loop for i, (x, m, ids, _) in enumerate(train_set, 1): File "/usr/local/lib/python3.6/dist-packages/torch/utils/data/dataloader.py", line 291, in iter return _MultiProcessingDataLoaderIter(self) File "/usr/local/lib/python3.6/dist-packages/torch/utils/data/dataloader.py", line 764, in init self._try_put_index() File "/usr/local/lib/python3.6/dist-packages/torch/utils/data/dataloader.py", line 994, in _try_put_index index = self._next_index() File "/usr/local/lib/python3.6/dist-packages/torch/utils/data/dataloader.py", line 357, in _next_index return next(self._sampler_iter) # may raise StopIteration File "/usr/local/lib/python3.6/dist-packages/torch/utils/data/sampler.py", line 208, in iter for idx in self.sampler: File "/content/drive/My Drive/WaveRNN/utils/dataset.py", line 212, in iter binned_idx = np.stack(bins).reshape(-1) File "<array_function internals>", line 6, in stack File "/usr/local/lib/python3.6/dist-packages/numpy/core/shape_base.py", line 422, in stack raise ValueError('need at least one array to stack') ValueError: need at least one array to stack

[Covac]

Probably bad path to your dataset because it is trying to read empty file. Double check you dataset and options.

[serg06]

I have this same issue, did you manage to fix it?

@Covac I think my path is good, python preprocess.py generated the data without issue.

[serg06]

Turns out I was getting this issue because my input size was too small. If your input size is less than a certain number, I think it was 96 or 128 or so, then batch_size or something becomes 0, causing this issue. Just make sure you have enough audio files.