Dongji Gao

EURO: ESPnet Unsupervised ASR Open-source Toolkit

2022 · arXiv (Cornell University)

This paper describes the ESPnet Unsupervised ASR Open-source Toolkit (EURO), an end-to-end open-source toolkit for unsupervised automatic speech recognition (UASR). EURO adopts the state-of-the-art UASR learning method introduced by the Wav2vec-U, originally implemented at FAIRSEQ, …

A Pruned Rnnlm Lattice-Rescoring Algorithm for Automatic Speech Recognition

2018

Lattice-rescoring is a common approach to take advantage of recurrent neural language models in ASR, where a word-lattice is generated from 1st-pass decoding and the lattice is then rescored with a neural model, and ann-gram …