Muhammad Rizki Aulia Rahman Maulana

Results 17 comments of Muhammad Rizki Aulia Rahman Maulana

Hi @slashstar, I've just got my hand on that dataset recently, but don't really have much time to try it. If you've managed to train the model using that dataset,...

Hi @jiangsutx @robbiebarrat, It took me 5-7 days to train the model on a shared machine using 2 GTX Titan X. The pre-trained models are already available in ``evaluation/models`` (trained...

Well, that's weird. Overnight you would get around 50 epoch with loss approximately around 10 or less. Bad prediction is reasonable if your loss is still more than 30.

That should be correct as far as I remember. You might consider using the ``Align`` class to load and process the alignment, as well as the generator so that you...

@robbiebarrat ``input_length``: number of frames, ``label_length``: number of characters. Keras doesn't support variable-length input and output. If you want to have a different length of frames/labels on one batch, you...

Some of the videos in GRID is corrupted. Feeding one of those corrupt video would fail the ``./predict`` as it doesn't have any video integrity and compatibility check. Training is...

Hi, that was rather high for unseen speakers. Maybe you need to check for possible mistakes in train val split. The results for both unseen and overlapped speakers split, as...

The ``weights368.h5`` was trained on overlapped speakers split, not unseen speakers split. I can upload the latter if you need it.

@michiyosony yeah that's right. The data in the ``evaluation/samples`` was picked arbitrarily just as examples. It doesn't belong to any validation sets. You may use the real validation sets if...

Hi @michiyosony, the detail about which data belongs to which sets can be found in the dataset cache (it is a Numpy dump file) if you train the model yourself....