2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)

w2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training

Yu-An Chung, Yu Zhang, Wei Han et al. · 2021 · 262 citations

Computing, Computer Science, Computational Linguistics +16

Multimodal Emotion Recognition with High-Level Speech and Text Features

Mariana Rodrigues Makiuchi, Kuniaki Uto, Koichi Shinoda · 2021 · 79 citations · Full text

Computing, Computer Science, Feature Engineering +16

Adapting GPT, GPT-2 and BERT Language Models for Speech Recognition

Xianrui Zheng, Chao Zhang, Philip C. Woodland · 2021 · 76 citations

Computing, Computer Science, Computational Linguistics +13

Efficient Conformer: Progressive Downsampling and Grouped Attention for Automatic Speech Recognition

Maxime Burchi, Valentin Vielzeuf · 2021 · 74 citations

Computing, Computer Science, Algorithms +10

Context-Aware Transformer Transducer for Speech Recognition

Feng-Ju Chang, Jing Liu, Martin Radfar et al. · 2021 · 55 citations

Computing, Computer Science, Machine Learning +14