This is a constantly-updated list of code examples that we're currently interested in.
Recommendations:
- Use
timeseries_dataset_from_array
for data processing - Single LSTM layer + classification layer, trained with
fit()
- Add nice visualizations
Reference paper 1 2 Reference TF implementation
Recommendations:
- Use CTC loss
- Can use either Transformer model or recurrent model (whichever works best)
Recommendations:
- Find a better, more interesting dataset
- Make it work better
- Add detailed explanations