A Reference-Less Quality Metric for Automatic Speech Recognition Via Contrastive-Learning of A Multi-Language Model with Self-Supervision

Author:

Yuksel Kamer Ali1,Ferreira Thiago1,Gunduz Ahmet1,Al-Badrashiny Mohamed1,Javadi Golara1

Affiliation:

1. aiXplain Inc.,Los Gatos,CA,USA

Publisher

IEEE

Reference21 articles.

1. Minilmv2: Multi-head self-attention relation distillation for compressing pretrained transformers;wang;2012 arXiv preprint arXiv,2020

2. Exploring Simple Siamese Representation Learning

3. Adafactor: Adaptive learning rates with sublinear memory cost;shazeer;International Conference on Machine Learning,2018

4. Unsupervised cross-lingual representation learning at scale;conneau;arXiv preprint arXiv 1911 11698,2019

5. Perplexity—a measure of the difficulty of speech recognition tasks

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