Loren Lugosch

end-to-end-SLU. PyTorch code for end-to-end spoken language understanding (SLU) with ASR-based transfer learning

pytorch_HMM. HMMs in PyTorch

transducer-tutorial. Example code for a neural transducer model.

neural-min-sum-decoding. Neural min-sum decoding in TensorFlow

infer_missing_vowels. This repository contains code for training a simple model to infer the original sentence when vowels are removed.

open-speech-corpora. A list of accessible speech corpora for ASR, TTS, and other Speech Technologies

conditional-computation-using-surprisal. Python

FastICA. Implementations of the FastICA algorithm for ECSE 682 (VLSI Signal Processing).

language-models. Just some good ol' language models

autoregressive-models. Python

g2p. Simple grapheme-to-phoneme conversion

speechbrain. A PyTorch-based Speech Toolkit

graves-transducers. Implementation of Alex Graves's sequence transducer