Massively Multilingual ASR: A Lifelong Learning Solution

Author:

Li Bo1,Pang Ruoming1,Zhang Yu1,Sainath Tara N.1,Strohman Trevor1,Haghani Parisa1,Zhu Yun1,Farris Brian1,Gaur Neeraj1,Prasad Manasa1

Affiliation:

1. Google LLC,USA

Publisher

IEEE

Reference38 articles.

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

2. Attention Is All You Need;vaswani;CoRR,2017

3. A Better and Faster end-to-end Model for Streaming ASR

4. Conformer: Convolution-augmented Transformer for Speech Recognition

5. An empirical investigation of catastrophic forgeting in gradient-based neural networks;bengio,2013

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1. Efficient Adapter Finetuning for Tail Languages in Streaming Multilingual ASR;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

2. USM-SCD: Multilingual Speaker Change Detection Based on Large Pretrained Foundation Models;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

3. Extending Multilingual ASR to New Languages Using Supplementary Encoder and Decoder Components;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

4. Language fusion via adapters for low-resource speech recognition;Speech Communication;2024-03

5. Chinese dialect speech recognition: a comprehensive survey;Artificial Intelligence Review;2024-01-31

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