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Generative Adversarial Network and its Applications on Speech Signal and Natural Language Processing

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Tutorial
Proficiency
Intermediate
Language
English
Media Type
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Keywords
Generative adversarial networks (GANs)
Natural language processing (NLP)
Reinforcement learning
Speech recognition
Adversarial training
Conditional GAN
Cycle GAN
Domain adversarial training
Unsupervised Conditional Generation
Inverse reinforcement learning
Speech signal generation
Speech enhacement
Speech recognition
Acoustic feature transformation
Speech synthesis
Voice conversion
Emotion recognition
Conditional sequence generation
Unsupervised abstractive summarization
Text style transfer
Semi-supervised learning
Unsupervised machine translation
Authors
Hung-yi Lee; Yu Tsao
Date
DOI
https://dx.doi.org/10.17023/asce-w056
Duration
2:59:22
Subtitles
✖

Deep Representations, Adversarial Learning and Domain Adaptation for Face Analytics and Action Detection in the Wild - Part 2 of 2

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Category
Seasonal School
Proficiency
Intermediate
Language
English
Media Type
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MLR-DICT
MLR-PRCL
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Keywords
Generative adversarial network (GAN)
Deep leaning
classifier adaptation
manifold learning
IEEE Seasonal School in Signal Processing S3P 2018
Authors
Rama Chellappa
Date
DOI
https://dx.doi.org/10.17023/b3b6-rq75
Duration
1:20:08
Subtitles
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