Multi-Modal Pre-Training for Automated Speech Recognition

Author:

Chan David M.1,Ghosh Shalini2,Chakrabarty Debmalya2,Hoffmeister Bjorn2

Affiliation:

1. University of California,Berkeley

2. Amazon Alexa AI

Publisher

IEEE

Reference24 articles.

1. Vatt: Transformers for multimodal self-supervised learning from raw video, audio and text;akbari,2021

2. Bert: Pre-training of deep bidirectional transformers for language understanding;devlin,2018

3. VideoBERT: A Joint Model for Video and Language Representation Learning

4. Hubert: How Much Can a Bad Teacher Benefit ASR Pre-Training?

5. Multimodal self-supervised learning of general audio representations;wang,2021

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Conformer Based End-to-End ASR System with a New Feature Fusion;2023 IEEE 6th International Conference on Pattern Recognition and Artificial Intelligence (PRAI);2023-08-18

2. Audio-Visual Speech Enhancement and Separation by Utilizing Multi-Modal Self-Supervised Embeddings;2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW);2023-06-04

3. Self-Supervised Speech Representation Learning: A Review;IEEE Journal of Selected Topics in Signal Processing;2022-10

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