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gptkbp:instanceOf
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speech representation learning model
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gptkbp:architecture
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gptkb:transformation
|
|
gptkbp:arXivID
|
2106.07447
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gptkbp:author
|
gptkb:Abdelrahman_Mohamed
gptkb:Alexei_Baevski
gptkb:Ruslan_Salakhutdinov
gptkb:James_Glass
gptkb:Wei-Ning_Hsu
Benjamin Bolte
Kuan-Chieh Wang
Yao-Hung Hubert Tsai
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gptkbp:basedOn
|
self-supervised learning
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gptkbp:citation
|
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units
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gptkbp:developedBy
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gptkb:Facebook_AI_Research
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gptkbp:evaluationBenchmark
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gptkb:LibriSpeech
gptkb:TIMIT
CommonVoice
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gptkbp:format
|
feature vectors
waveform
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|
gptkbp:fullName
|
Hidden-Unit BERT
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|
https://www.w3.org/2000/01/rdf-schema#label
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HuBERT
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gptkbp:input
|
raw audio
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gptkbp:language
|
English
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gptkbp:license
|
gptkb:MIT
|
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gptkbp:memiliki_tugas
|
automatic speech recognition
unsupervised speech representation learning
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gptkbp:openSource
|
yes
|
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gptkbp:pretrainingData
|
gptkb:Libri-Light
gptkb:LibriSpeech
|
|
gptkbp:pretrainingMethod
|
masked prediction
|
|
gptkbp:publishedIn
|
2021
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gptkbp:relatedTo
|
gptkb:wav2vec_2.0
gptkb:BERT
|
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gptkbp:repository
|
https://github.com/pytorch/fairseq/tree/main/examples/hubert
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gptkbp:usedFor
|
speech recognition
speech representation
|
|
gptkbp:bfsParent
|
gptkb:pre-trained_WavLM_models
gptkb:pre-trained_wav2vec2_models
gptkb:Hugging_Face_models
gptkb:Wei-Ning_Hsu
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gptkbp:bfsLayer
|
7
|