Transfer Learning Methods for Spoken Language Understanding

2019 International Conference on Multimodal Interaction ◽

10.1145/3340555.3356096 ◽

2019 ◽

Author(s):

Xu Wang ◽

Chengda Tang ◽

Xiaotian Zhao ◽

Xuancai Li ◽

Zhuolin Jin ◽

...

Keyword(s):

Transfer Learning ◽

Spoken Language ◽

Language Understanding ◽

Learning Methods ◽

Spoken Language Understanding

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Transfer Learning for Low Resource Spoken Language Understanding without Speech-to-Text

2019 IEEE Bombay Section Signature Conference (IBSSC) ◽

10.1109/ibssc47189.2019.8973067 ◽

2019 ◽

Author(s):

Swapnil Bhosale ◽

Imran Sheikh ◽

Sri Harsha Dumpala ◽

Sunil Kumar Kopparapu

Keyword(s):

Transfer Learning ◽

Spoken Language ◽

Language Understanding ◽

Low Resource ◽

Spoken Language Understanding

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Transfer Learning for Context-Aware Spoken Language Understanding

2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) ◽

10.1109/asru46091.2019.9003902 ◽

2019 ◽

Author(s):

Qian Chen ◽

Zhu Zhuo ◽

Wen Wang ◽

Qiuyun Xu

Keyword(s):

Transfer Learning ◽

Spoken Language ◽

Context Aware ◽

Language Understanding ◽

Spoken Language Understanding

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Curriculum-Based Transfer Learning for an Effective End-to-End Spoken Language Understanding and Domain Portability

10.21437/interspeech.2019-1832 ◽

2019 ◽

Author(s):

Antoine Caubrière ◽

Natalia Tomashenko ◽

Antoine Laurent ◽

Emmanuel Morin ◽

Nathalie Camelin ◽

...

Keyword(s):

Transfer Learning ◽

Spoken Language ◽

Language Understanding ◽

Spoken Language Understanding ◽

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Large-Scale Transfer Learning for Low-Resource Spoken Language Understanding

10.21437/interspeech.2020-59 ◽

2020 ◽

Author(s):

Xueli Jia ◽

Jianzong Wang ◽

Zhiyong Zhang ◽

Ning Cheng ◽

Jing Xiao

Keyword(s):

Transfer Learning ◽

Large Scale ◽

Spoken Language ◽

Language Understanding ◽

Low Resource ◽

Spoken Language Understanding

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Investigation of recurrent-neural-network architectures and learning methods for spoken language understanding

10.21437/interspeech.2013-596 ◽

2013 ◽

Author(s):

Grégoire Mesnil ◽

Xiaodong He ◽

Li Deng ◽

Yoshua Bengio

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Spoken Language ◽

Network Architectures ◽

Language Understanding ◽

Learning Methods ◽

Spoken Language Understanding ◽

Neural Network Architectures

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Improving Spoken Language Understanding with information retrieval and active learning methods

2008 IEEE International Conference on Acoustics, Speech and Signal Processing ◽

10.1109/icassp.2008.4518781 ◽

2008 ◽

Author(s):

Isabelle Jars ◽

Franck Panaget

Keyword(s):

Information Retrieval ◽

Active Learning ◽

Spoken Language ◽

Language Understanding ◽

Learning Methods ◽

Spoken Language Understanding

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Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding

10.18653/v1/d19-1153 ◽

2019 ◽

Author(s):

Quynh Do ◽

Judith Gaspers

Keyword(s):

Transfer Learning ◽

Large Scale ◽

Spoken Language ◽

Data Selection ◽

Language Understanding ◽

Spoken Language Understanding ◽

Selection For ◽

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Multi-Level Cross-Lingual Transfer Learning With Language Shared and Specific Knowledge for Spoken Language Understanding

IEEE Access ◽

10.1109/access.2020.2972925 ◽

2020 ◽

Vol 8 ◽

pp. 29407-29416

Author(s):

Keqing He ◽

Weiran Xu ◽

Yuanmeng Yan

Keyword(s):

Transfer Learning ◽

Spoken Language ◽

Specific Knowledge ◽

Language Understanding ◽

Spoken Language Understanding ◽

Multi Level ◽

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Cross-lingual Transfer Learning for Spoken Language Understanding

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2019.8682346 ◽

2019 ◽

Author(s):

Quynh Ngoc Thi Do ◽

Judith Gaspers

Keyword(s):

Transfer Learning ◽

Spoken Language ◽

Language Understanding ◽

Spoken Language Understanding ◽

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Investigating Adaptation and Transfer Learning for End-to-End Spoken Language Understanding from Speech

10.21437/interspeech.2019-2158 ◽

2019 ◽

Author(s):

Natalia Tomashenko ◽

Antoine Caubrière ◽

Yannick Estève

Keyword(s):

Transfer Learning ◽

Spoken Language ◽

Language Understanding ◽

Spoken Language Understanding ◽

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