Speech Representation Learning
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관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://huggingface.co/utter-project/mHuBERT-147
공식 코드https://github.com/2024-MindSpore-1/Code2/tree/main/model-1/bert_japanese
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units
https://github.com/592595/TERA
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders
https://github.com/BirgerMoell/tmh
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units
https://github.com/MS-P3/code7/tree/main/unispeech_sat
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data
https://github.com/MindCode-4/code-1/tree/main/unispeech_sat
UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training
https://github.com/MindCode-4/code-5/tree/main/unispeech
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data
https://github.com/MindCode-4/code-5/tree/main/unispeech_sat
UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training
https://github.com/MindSpore-paper-code-2/code399/tree/main/Bert_thor
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units
https://github.com/MindSpore-scientific-2/code-14/tree/main/hubert
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units
https://github.com/MingjieChen/wavenet_autoencoders
Unsupervised speech representation learning using WaveNet autoencoders
https://github.com/PaddlePaddle/DeepSpeech
ERNIE-SAT: Speech and Text Joint Pretraining for Cross-Lingual Multi-Speaker Text-to-Speech
https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/vctk/ernie_sat
A$^3$T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing
https://github.com/Pandade1997/tera_asvproof
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders
https://github.com/RoganInglis/AudioLM/tree/main/src/models
https://github.com/Sreyan88/LAPE
SLICER: Learning universal audio representations using low-resource self-supervised pre-training
https://github.com/StanislavParovoy/VQ-VAE-WaveNet
Unsupervised speech representation learning using WaveNet autoencoders
https://github.com/Vernacular-ai/Multimodal-Slu
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders
https://github.com/andi611/Mockingjay-Speech-Representation
An Unsupervised Autoregressive Model for Speech Representation Learning
https://github.com/awslabs/speech-representations
DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector Quantization
https://github.com/bshall/ZeroSpeech
Unsupervised speech representation learning using WaveNet autoencoders
https://github.com/bshall/hubert
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units
https://github.com/earthspecies/aves
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units
https://github.com/facebookresearch/data2vec_vision
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data
https://github.com/facebookresearch/fairseq/tree/ust/examples/w2vbert
https://github.com/gatech-eic/s3-router
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale
https://github.com/guxm2021/MM_ALT
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction
https://github.com/hhguo/msmc-tts
https://github.com/hrbigelow/ae-wavenet
Unsupervised speech representation learning using WaveNet autoencoders
https://github.com/huseinzol05/malaya-speech
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units
https://github.com/iamyuanchung/Autoregressive-Predictive-Coding
An Unsupervised Autoregressive Model for Speech Representation Learning
https://github.com/iamyuanchung/VQ-APC
An Unsupervised Autoregressive Model for Speech Representation Learning
https://github.com/jlian2/Robust-Voice-Style-Transfer
Robust Disentangled Variational Speech Representation Learning for Zero-shot Voice Conversion
https://github.com/joselyn-rodriguez/s3prl
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders
https://github.com/pwc-1/Paper-9/tree/main/1/wav2vec2_bert
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.