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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence / EAAI-20

Location-Based End-to-End Speech Recognition with Multiple Language Models

February 1, 2023

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Authors

Zhijie Lin

Zhejiang University


Kaiyang Lin

Sun Yat-sen University


Shiling Chen

Zhejiang University


Linlin Li

Alibaba Group Holding Company, Ltd.


Zhou Zhao

Zhejiang University


DOI:

10.1609/aaai.v33i01.33019975


Abstract:

End-to-End deep learning approaches for Automatic Speech Recognition (ASR) has been a new trend. In those approaches, starting active in many areas, language model can be considered as an important and effective method for semantic error correction. Many existing systems use one language model. In this paper, however, multiple language models (LMs) are applied into decoding. One LM is used for selecting appropriate answers and others, considering both context and grammar, for further decision. Experiment on a general location-based dataset show the effectiveness of our method.

Topics: AAAI

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HOW TO CITE:

Zhijie Lin||Kaiyang Lin||Shiling Chen||Linlin Li||Zhou Zhao Location-Based End-to-End Speech Recognition with Multiple Language Models Proceedings of the AAAI Conference on Artificial Intelligence (2019) 9975-9976.

Zhijie Lin||Kaiyang Lin||Shiling Chen||Linlin Li||Zhou Zhao Location-Based End-to-End Speech Recognition with Multiple Language Models AAAI 2019, 9975-9976.

Zhijie Lin||Kaiyang Lin||Shiling Chen||Linlin Li||Zhou Zhao (2019). Location-Based End-to-End Speech Recognition with Multiple Language Models. Proceedings of the AAAI Conference on Artificial Intelligence, 9975-9976.

Zhijie Lin||Kaiyang Lin||Shiling Chen||Linlin Li||Zhou Zhao. Location-Based End-to-End Speech Recognition with Multiple Language Models. Proceedings of the AAAI Conference on Artificial Intelligence 2019 p.9975-9976.

Zhijie Lin||Kaiyang Lin||Shiling Chen||Linlin Li||Zhou Zhao. 2019. Location-Based End-to-End Speech Recognition with Multiple Language Models. "Proceedings of the AAAI Conference on Artificial Intelligence". 9975-9976.

Zhijie Lin||Kaiyang Lin||Shiling Chen||Linlin Li||Zhou Zhao. (2019) "Location-Based End-to-End Speech Recognition with Multiple Language Models", Proceedings of the AAAI Conference on Artificial Intelligence, p.9975-9976

Zhijie Lin||Kaiyang Lin||Shiling Chen||Linlin Li||Zhou Zhao, "Location-Based End-to-End Speech Recognition with Multiple Language Models", AAAI, p.9975-9976, 2019.

Zhijie Lin||Kaiyang Lin||Shiling Chen||Linlin Li||Zhou Zhao. "Location-Based End-to-End Speech Recognition with Multiple Language Models". Proceedings of the AAAI Conference on Artificial Intelligence, 2019, p.9975-9976.

Zhijie Lin||Kaiyang Lin||Shiling Chen||Linlin Li||Zhou Zhao. "Location-Based End-to-End Speech Recognition with Multiple Language Models". Proceedings of the AAAI Conference on Artificial Intelligence, (2019): 9975-9976.

Zhijie Lin||Kaiyang Lin||Shiling Chen||Linlin Li||Zhou Zhao. Location-Based End-to-End Speech Recognition with Multiple Language Models. AAAI[Internet]. 2019[cited 2023]; 9975-9976.


ISSN: 2374-3468


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