ferugit / transducer-tutorial

Example code for a neural transducer model.

transducer-tutorial

This notebook implements the Transducer sequence-to-sequence model from scratch in PyTorch, including the loss function, the greedy search algorithm, and a complete example of training the model on a sequence transduction task.

See the corresponding blog post here.

If you found this tutorial helpful and would like to cite it, you can use the following BibTeX entry:

@misc{
	lugosch_2020, 
	title={Sequence-to-sequence learning with Transducers}, 
	url={https://lorenlugosch.github.io/posts/2020/11/transducer/}, 
	author={Lugosch, Loren}, 
	year={2020}, 
	month={Nov}
}